file_name string | source_dataset string | image_key string | sample_type string | domain string | organ string | mask_file_name null | random_templates_json string | similar_templates_json string | qa_count int64 | task_types string | detection_question string | detection_answer string | detection_options_json string | classification_question string | classification_answer string | classification_options_json string | localization_question string | localization_answer string | localization_options_json string | localization_bbox_candidates_json string | localization_eval_format string | conversation_json string |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
data/Br35H/good/no0.jpg | Br35H | Br35H/good/no0.jpg | Normal | medical | brain | null | ["Br35H/good/no1232.jpg","Br35H/good/no1424.jpg","Br35H/good/no481.jpg","Br35H/good/no1155.jpg","Br35H/good/no1307.jpg"] | [] | 3 | ["Defect Detection_normal","Defect Classification_normal","Defect Localization_normal"] | Choose the most justified quality decision from the image evidence alone. | C | {"A":"Findings include a focal pattern that is more consistent with true pathology than benign variation.","B":"Findings indicate clinically significant tissue change beyond routine acquisition fluctuation.","C":"Findings are most consistent with benign physiologic variation, without reliable focal pathology.","D":"Fin... | Within the same organ context (brain), which class best matches the dominant pattern? | B | {"A":"glioma","B":"mild_midline_asymmetry_nonpathologic","C":"lesion_like_focus","D":"Brain Tumor"} | Choose the option that best reflects localization evidence: either no convincing focal lesion, or the most plausible candidate region. | C | {"A":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [395, 102, 754, 413].","B":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [438, 327, 806, 546].","C":"No convincingly localizable lesion is supported; none of the candidate regions is suffic... | [[395,102,754,413],[0,0,322,391],[438,327,806,546]] | mcq_bbox_or_none_hard | [{"Question":"Choose the most justified quality decision from the image evidence alone.","Answer":"C","Options":{"A":"Findings include a focal pattern that is more consistent with true pathology than benign variation.","B":"Findings indicate clinically significant tissue change beyond routine acquisition fluctuation.",... |
data/Br35H/good/no1.jpg | Br35H | Br35H/good/no1.jpg | Normal | medical | brain | null | ["Br35H/good/no1346.jpg","Br35H/good/no756.jpg","Br35H/good/no1191.jpg","Br35H/good/no106.jpg","Br35H/good/no404.jpg"] | [] | 3 | ["Defect Detection_normal","Defect Classification_normal","Defect Localization_normal"] | Choose the most justified quality decision from the image evidence alone. | A | {"A":"Findings are most consistent with benign physiologic variation, without reliable focal pathology.","B":"Findings show structurally coherent abnormality across a localized region, supporting a real lesion.","C":"Findings indicate clinically significant tissue change beyond routine acquisition fluctuation.","D":"Fi... | Within the same organ context (brain), which class best matches the dominant pattern? | B | {"A":"intracerebral_hemorrhage","B":"normal_ventricle_variation","C":"structural_asymmetry","D":"focal_signal_abnormality"} | Choose the option that best reflects localization evidence: either no convincing focal lesion, or the most plausible candidate region. | D | {"A":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [450, 0, 676, 325].","B":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [413, 560, 789, 800].","C":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [0, 3... | [[450,0,676,325],[0,357,280,699],[413,560,789,800]] | mcq_bbox_or_none_hard | [{"Question":"Choose the most justified quality decision from the image evidence alone.","Answer":"A","Options":{"A":"Findings are most consistent with benign physiologic variation, without reliable focal pathology.","B":"Findings show structurally coherent abnormality across a localized region, supporting a real lesio... |
data/Br35H/good/no2.jpg | Br35H | Br35H/good/no2.jpg | Normal | medical | brain | null | ["Br35H/good/no803.jpg","Br35H/good/no202.jpg","Br35H/good/no236.jpg","Br35H/good/no1442.jpg","Br35H/good/no1310.jpg"] | [] | 3 | ["Defect Detection_normal","Defect Classification_normal","Defect Localization_normal"] | Choose the most justified quality decision from the image evidence alone. | C | {"A":"Findings include a focal pattern that is more consistent with true pathology than benign variation.","B":"Findings show structurally coherent abnormality across a localized region, supporting a real lesion.","C":"Findings are most consistent with benign physiologic variation, without reliable focal pathology.","D... | Within the same organ context (brain), which class best matches the dominant pattern? | C | {"A":"lesion_like_focus","B":"Brain Tumor","C":"physiologic_signal_variation","D":"glioma"} | Choose the option that best reflects localization evidence: either no convincing focal lesion, or the most plausible candidate region. | A | {"A":"No convincingly localizable lesion is supported; none of the candidate regions is sufficiently reliable.","B":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [842, 682, 1000, 908].","C":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [817... | [[842,682,1000,908],[420,398,676,684],[817,285,1000,586]] | mcq_bbox_or_none_hard | [{"Question":"Choose the most justified quality decision from the image evidence alone.","Answer":"C","Options":{"A":"Findings include a focal pattern that is more consistent with true pathology than benign variation.","B":"Findings show structurally coherent abnormality across a localized region, supporting a real les... |
data/Br35H/good/no3.jpg | Br35H | Br35H/good/no3.jpg | Normal | medical | brain | null | ["Br35H/good/no99.jpg","Br35H/good/no294.jpg","Br35H/good/no341.jpg","Br35H/good/no14.jpg","Br35H/good/no1156.jpg"] | [] | 3 | ["Defect Detection_normal","Defect Classification_normal","Defect Localization_normal"] | Choose the most justified quality decision from the image evidence alone. | B | {"A":"Findings include a focal pattern that is more consistent with true pathology than benign variation.","B":"Findings are most consistent with benign physiologic variation, without reliable focal pathology.","C":"Findings indicate clinically significant tissue change beyond routine acquisition fluctuation.","D":"Fin... | Within the same organ context (brain), which class best matches the dominant pattern? | D | {"A":"glioma","B":"ventriculomegaly","C":"focal_signal_abnormality","D":"physiologic_signal_variation"} | Choose the option that best reflects localization evidence: either no convincing focal lesion, or the most plausible candidate region. | D | {"A":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [578, 435, 1000, 944].","B":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [720, 114, 1000, 490].","C":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [... | [[720,114,1000,490],[285,577,708,963],[578,435,1000,944]] | mcq_bbox_or_none_hard | [{"Question":"Choose the most justified quality decision from the image evidence alone.","Answer":"B","Options":{"A":"Findings include a focal pattern that is more consistent with true pathology than benign variation.","B":"Findings are most consistent with benign physiologic variation, without reliable focal pathology... |
data/Br35H/good/no4.jpg | Br35H | Br35H/good/no4.jpg | Normal | medical | brain | null | ["Br35H/good/no1364.jpg","Br35H/good/no884.jpg","Br35H/good/no281.jpg","Br35H/good/no751.jpg","Br35H/good/no1427.jpg"] | [] | 3 | ["Defect Detection_normal","Defect Classification_normal","Defect Localization_normal"] | Choose the most justified quality decision from the image evidence alone. | C | {"A":"Findings indicate clinically significant tissue change beyond routine acquisition fluctuation.","B":"Findings show structurally coherent abnormality across a localized region, supporting a real lesion.","C":"Findings are most consistent with benign physiologic variation, without reliable focal pathology.","D":"Fi... | Within the same organ context (brain), which class best matches the dominant pattern? | A | {"A":"mild_midline_asymmetry_nonpathologic","B":"glioma","C":"Liver Tumor","D":"abnormal_density"} | Choose the option that best reflects localization evidence: either no convincing focal lesion, or the most plausible candidate region. | C | {"A":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [699, 335, 994, 695].","B":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [836, 163, 1000, 403].","C":"No convincingly localizable lesion is supported; none of the candidate regions is suffi... | [[836,163,1000,403],[254,0,656,217],[699,335,994,695]] | mcq_bbox_or_none_hard | [{"Question":"Choose the most justified quality decision from the image evidence alone.","Answer":"C","Options":{"A":"Findings indicate clinically significant tissue change beyond routine acquisition fluctuation.","B":"Findings show structurally coherent abnormality across a localized region, supporting a real lesion."... |
data/Br35H/good/no5.jpg | Br35H | Br35H/good/no5.jpg | Normal | medical | brain | null | ["Br35H/good/no1040.jpg","Br35H/good/no404.jpg","Br35H/good/no190.jpg","Br35H/good/no1065.jpg","Br35H/good/no682.jpg"] | [] | 3 | ["Defect Detection_normal","Defect Classification_normal","Defect Localization_normal"] | Choose the most justified quality decision from the image evidence alone. | C | {"A":"Findings indicate clinically significant tissue change beyond routine acquisition fluctuation.","B":"Findings show structurally coherent abnormality across a localized region, supporting a real lesion.","C":"Findings are most consistent with benign physiologic variation, without reliable focal pathology.","D":"Fi... | Within the same organ context (brain), which class best matches the dominant pattern? | A | {"A":"mild_midline_asymmetry_nonpathologic","B":"intracerebral_hemorrhage","C":"focal_signal_abnormality","D":"ventriculomegaly"} | Choose the option that best reflects localization evidence: either no convincing focal lesion, or the most plausible candidate region. | D | {"A":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [0, 432, 293, 700].","B":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [559, 492, 840, 803].","C":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [231,... | [[0,432,293,700],[231,541,610,832],[559,492,840,803]] | mcq_bbox_or_none_hard | [{"Question":"Choose the most justified quality decision from the image evidence alone.","Answer":"C","Options":{"A":"Findings indicate clinically significant tissue change beyond routine acquisition fluctuation.","B":"Findings show structurally coherent abnormality across a localized region, supporting a real lesion."... |
data/Br35H/good/no6.jpg | Br35H | Br35H/good/no6.jpg | Normal | medical | brain | null | ["Br35H/good/no989.jpg","Br35H/good/no833.jpg","Br35H/good/no940.jpg","Br35H/good/no980.jpg","Br35H/good/no1282.jpg"] | [] | 3 | ["Defect Detection_normal","Defect Classification_normal","Defect Localization_normal"] | Choose the most justified quality decision from the image evidence alone. | D | {"A":"Findings indicate clinically significant tissue change beyond routine acquisition fluctuation.","B":"Findings include a focal pattern that is more consistent with true pathology than benign variation.","C":"Findings show structurally coherent abnormality across a localized region, supporting a real lesion.","D":"... | Within the same organ context (brain), which class best matches the dominant pattern? | B | {"A":"intracerebral_hemorrhage","B":"normal_ventricle_variation","C":"structural_asymmetry","D":"abnormal_density"} | Choose the option that best reflects localization evidence: either no convincing focal lesion, or the most plausible candidate region. | B | {"A":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [249, 362, 597, 712].","B":"No convincingly localizable lesion is supported; none of the candidate regions is sufficiently reliable.","C":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [830,... | [[556,306,892,533],[830,619,1000,922],[249,362,597,712]] | mcq_bbox_or_none_hard | [{"Question":"Choose the most justified quality decision from the image evidence alone.","Answer":"D","Options":{"A":"Findings indicate clinically significant tissue change beyond routine acquisition fluctuation.","B":"Findings include a focal pattern that is more consistent with true pathology than benign variation.",... |
data/Br35H/good/no7.jpg | Br35H | Br35H/good/no7.jpg | Normal | medical | brain | null | ["Br35H/good/no707.jpg","Br35H/good/no1152.jpg","Br35H/good/no833.jpg","Br35H/good/no574.jpg","Br35H/good/no566.jpg"] | [] | 3 | ["Defect Detection_normal","Defect Classification_normal","Defect Localization_normal"] | Choose the most justified quality decision from the image evidence alone. | D | {"A":"Findings show structurally coherent abnormality across a localized region, supporting a real lesion.","B":"Findings indicate clinically significant tissue change beyond routine acquisition fluctuation.","C":"Findings include a focal pattern that is more consistent with true pathology than benign variation.","D":"... | Within the same organ context (brain), which class best matches the dominant pattern? | D | {"A":"meningioma","B":"Liver Tumor","C":"intracerebral_hemorrhage","D":"normal_ventricle_variation"} | Choose the option that best reflects localization evidence: either no convincing focal lesion, or the most plausible candidate region. | B | {"A":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [519, 0, 804, 201].","B":"No convincingly localizable lesion is supported; none of the candidate regions is sufficiently reliable.","C":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [508, 4... | [[193,143,601,375],[508,426,801,697],[519,0,804,201]] | mcq_bbox_or_none_hard | [{"Question":"Choose the most justified quality decision from the image evidence alone.","Answer":"D","Options":{"A":"Findings show structurally coherent abnormality across a localized region, supporting a real lesion.","B":"Findings indicate clinically significant tissue change beyond routine acquisition fluctuation."... |
data/Br35H/good/no8.jpg | Br35H | Br35H/good/no8.jpg | Normal | medical | brain | null | ["Br35H/good/no1445.jpg","Br35H/good/no1191.jpg","Br35H/good/no171.jpg","Br35H/good/no793.jpg","Br35H/good/no121.jpg"] | [] | 3 | ["Defect Detection_normal","Defect Classification_normal","Defect Localization_normal"] | Choose the most justified quality decision from the image evidence alone. | C | {"A":"Findings show structurally coherent abnormality across a localized region, supporting a real lesion.","B":"Findings include a focal pattern that is more consistent with true pathology than benign variation.","C":"Findings are most consistent with benign physiologic variation, without reliable focal pathology.","D... | Within the same organ context (brain), which class best matches the dominant pattern? | D | {"A":"Brain Tumor","B":"lesion_like_focus","C":"abnormal_density","D":"physiologic_signal_variation"} | Choose the option that best reflects localization evidence: either no convincing focal lesion, or the most plausible candidate region. | A | {"A":"No convincingly localizable lesion is supported; none of the candidate regions is sufficiently reliable.","B":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [799, 0, 1000, 243].","C":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [208, ... | [[799,0,1000,243],[687,489,1000,687],[208,368,513,734]] | mcq_bbox_or_none_hard | [{"Question":"Choose the most justified quality decision from the image evidence alone.","Answer":"C","Options":{"A":"Findings show structurally coherent abnormality across a localized region, supporting a real lesion.","B":"Findings include a focal pattern that is more consistent with true pathology than benign variat... |
data/Br35H/good/no9.jpg | Br35H | Br35H/good/no9.jpg | Normal | medical | brain | null | ["Br35H/good/no527.jpg","Br35H/good/no613.jpg","Br35H/good/no1409.jpg","Br35H/good/no629.jpg","Br35H/good/no387.jpg"] | [] | 3 | ["Defect Detection_normal","Defect Classification_normal","Defect Localization_normal"] | Choose the most justified quality decision from the image evidence alone. | C | {"A":"Findings include a focal pattern that is more consistent with true pathology than benign variation.","B":"Findings indicate clinically significant tissue change beyond routine acquisition fluctuation.","C":"Findings are most consistent with benign physiologic variation, without reliable focal pathology.","D":"Fin... | Within the same organ context (brain), which class best matches the dominant pattern? | B | {"A":"edema_focus","B":"physiologic_signal_variation","C":"glioma","D":"Liver Tumor"} | Choose the option that best reflects localization evidence: either no convincing focal lesion, or the most plausible candidate region. | D | {"A":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [302, 16, 606, 281].","B":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [758, 113, 1000, 341].","C":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [41... | [[758,113,1000,341],[418,408,765,729],[302,16,606,281]] | mcq_bbox_or_none_hard | [{"Question":"Choose the most justified quality decision from the image evidence alone.","Answer":"C","Options":{"A":"Findings include a focal pattern that is more consistent with true pathology than benign variation.","B":"Findings indicate clinically significant tissue change beyond routine acquisition fluctuation.",... |
data/Br35H/good/no10.jpg | Br35H | Br35H/good/no10.jpg | Normal | medical | brain | null | ["Br35H/good/no1041.jpg","Br35H/good/no654.jpg","Br35H/good/no643.jpg","Br35H/good/no489.jpg","Br35H/good/no622.jpg"] | [] | 3 | ["Defect Detection_normal","Defect Classification_normal","Defect Localization_normal"] | Choose the most justified quality decision from the image evidence alone. | A | {"A":"Findings are most consistent with benign physiologic variation, without reliable focal pathology.","B":"Findings indicate clinically significant tissue change beyond routine acquisition fluctuation.","C":"Findings show structurally coherent abnormality across a localized region, supporting a real lesion.","D":"Fi... | Within the same organ context (brain), which class best matches the dominant pattern? | D | {"A":"glioma","B":"meningioma","C":"abnormal_density","D":"physiologic_signal_variation"} | Choose the option that best reflects localization evidence: either no convincing focal lesion, or the most plausible candidate region. | B | {"A":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [198, 553, 548, 755].","B":"No convincingly localizable lesion is supported; none of the candidate regions is sufficiently reliable.","C":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [5, 2... | [[5,239,275,463],[0,61,258,310],[198,553,548,755]] | mcq_bbox_or_none_hard | [{"Question":"Choose the most justified quality decision from the image evidence alone.","Answer":"A","Options":{"A":"Findings are most consistent with benign physiologic variation, without reliable focal pathology.","B":"Findings indicate clinically significant tissue change beyond routine acquisition fluctuation.","C... |
data/Br35H/good/no11.jpg | Br35H | Br35H/good/no11.jpg | Normal | medical | brain | null | ["Br35H/good/no498.jpg","Br35H/good/no8.jpg","Br35H/good/no831.jpg","Br35H/good/no383.jpg","Br35H/good/no468.jpg"] | [] | 3 | ["Defect Detection_normal","Defect Classification_normal","Defect Localization_normal"] | Choose the most justified quality decision from the image evidence alone. | D | {"A":"Findings indicate clinically significant tissue change beyond routine acquisition fluctuation.","B":"Findings show structurally coherent abnormality across a localized region, supporting a real lesion.","C":"Findings include a focal pattern that is more consistent with true pathology than benign variation.","D":"... | Within the same organ context (brain), which class best matches the dominant pattern? | B | {"A":"lesion_like_focus","B":"mild_midline_asymmetry_nonpathologic","C":"focal_signal_abnormality","D":"intracerebral_hemorrhage"} | Choose the option that best reflects localization evidence: either no convincing focal lesion, or the most plausible candidate region. | D | {"A":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [815, 681, 1000, 1000].","B":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [371, 691, 741, 930].","C":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [... | [[371,691,741,930],[575,238,830,615],[815,681,1000,1000]] | mcq_bbox_or_none_hard | [{"Question":"Choose the most justified quality decision from the image evidence alone.","Answer":"D","Options":{"A":"Findings indicate clinically significant tissue change beyond routine acquisition fluctuation.","B":"Findings show structurally coherent abnormality across a localized region, supporting a real lesion."... |
data/Br35H/good/no12.jpg | Br35H | Br35H/good/no12.jpg | Normal | medical | brain | null | ["Br35H/good/no688.jpg","Br35H/good/no181.jpg","Br35H/good/no1149.jpg","Br35H/good/no1258.jpg","Br35H/good/no1410.jpg"] | [] | 3 | ["Defect Detection_normal","Defect Classification_normal","Defect Localization_normal"] | Choose the most justified quality decision from the image evidence alone. | C | {"A":"Findings show structurally coherent abnormality across a localized region, supporting a real lesion.","B":"Findings include a focal pattern that is more consistent with true pathology than benign variation.","C":"Findings are most consistent with benign physiologic variation, without reliable focal pathology.","D... | Within the same organ context (brain), which class best matches the dominant pattern? | C | {"A":"glioma","B":"Liver Tumor","C":"physiologic_signal_variation","D":"ventriculomegaly"} | Choose the option that best reflects localization evidence: either no convincing focal lesion, or the most plausible candidate region. | D | {"A":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [810, 411, 1000, 662].","B":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [269, 419, 509, 772].","C":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [1... | [[269,419,509,772],[151,0,494,251],[810,411,1000,662]] | mcq_bbox_or_none_hard | [{"Question":"Choose the most justified quality decision from the image evidence alone.","Answer":"C","Options":{"A":"Findings show structurally coherent abnormality across a localized region, supporting a real lesion.","B":"Findings include a focal pattern that is more consistent with true pathology than benign variat... |
data/Br35H/good/no13.jpg | Br35H | Br35H/good/no13.jpg | Normal | medical | brain | null | ["Br35H/good/no117.jpg","Br35H/good/no264.jpg","Br35H/good/no1492.jpg","Br35H/good/no207.jpg","Br35H/good/no301.jpg"] | [] | 3 | ["Defect Detection_normal","Defect Classification_normal","Defect Localization_normal"] | Choose the most justified quality decision from the image evidence alone. | D | {"A":"Findings show structurally coherent abnormality across a localized region, supporting a real lesion.","B":"Findings indicate clinically significant tissue change beyond routine acquisition fluctuation.","C":"Findings include a focal pattern that is more consistent with true pathology than benign variation.","D":"... | Within the same organ context (brain), which class best matches the dominant pattern? | B | {"A":"abnormal_density","B":"normal_ventricle_variation","C":"Liver Tumor","D":"structural_asymmetry"} | Choose the option that best reflects localization evidence: either no convincing focal lesion, or the most plausible candidate region. | C | {"A":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [832, 370, 1000, 649].","B":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [259, 49, 634, 388].","C":"No convincingly localizable lesion is supported; none of the candidate regions is suffic... | [[259,49,634,388],[832,370,1000,649],[381,459,626,787]] | mcq_bbox_or_none_hard | [{"Question":"Choose the most justified quality decision from the image evidence alone.","Answer":"D","Options":{"A":"Findings show structurally coherent abnormality across a localized region, supporting a real lesion.","B":"Findings indicate clinically significant tissue change beyond routine acquisition fluctuation."... |
data/Br35H/good/no14.jpg | Br35H | Br35H/good/no14.jpg | Normal | medical | brain | null | ["Br35H/good/no341.jpg","Br35H/good/no1059.jpg","Br35H/good/no793.jpg","Br35H/good/no1319.jpg","Br35H/good/no403.jpg"] | [] | 3 | ["Defect Detection_normal","Defect Classification_normal","Defect Localization_normal"] | Choose the most justified quality decision from the image evidence alone. | C | {"A":"Findings include a focal pattern that is more consistent with true pathology than benign variation.","B":"Findings show structurally coherent abnormality across a localized region, supporting a real lesion.","C":"Findings are most consistent with benign physiologic variation, without reliable focal pathology.","D... | Within the same organ context (brain), which class best matches the dominant pattern? | B | {"A":"meningioma","B":"mild_midline_asymmetry_nonpathologic","C":"ventriculomegaly","D":"intracerebral_hemorrhage"} | Choose the option that best reflects localization evidence: either no convincing focal lesion, or the most plausible candidate region. | A | {"A":"No convincingly localizable lesion is supported; none of the candidate regions is sufficiently reliable.","B":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [261, 0, 472, 290].","C":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [0, 0, ... | [[0,0,358,344],[564,514,837,748],[261,0,472,290]] | mcq_bbox_or_none_hard | [{"Question":"Choose the most justified quality decision from the image evidence alone.","Answer":"C","Options":{"A":"Findings include a focal pattern that is more consistent with true pathology than benign variation.","B":"Findings show structurally coherent abnormality across a localized region, supporting a real les... |
data/Br35H/good/no15.jpg | Br35H | Br35H/good/no15.jpg | Normal | medical | brain | null | ["Br35H/good/no252.jpg","Br35H/good/no794.jpg","Br35H/good/no349.jpg","Br35H/good/no677.jpg","Br35H/good/no1470.jpg"] | [] | 3 | ["Defect Detection_normal","Defect Classification_normal","Defect Localization_normal"] | Choose the most justified quality decision from the image evidence alone. | C | {"A":"Findings show structurally coherent abnormality across a localized region, supporting a real lesion.","B":"Findings include a focal pattern that is more consistent with true pathology than benign variation.","C":"Findings are most consistent with benign physiologic variation, without reliable focal pathology.","D... | Within the same organ context (brain), which class best matches the dominant pattern? | D | {"A":"edema_focus","B":"abnormal_density","C":"intracerebral_hemorrhage","D":"normal_ventricle_variation"} | Choose the option that best reflects localization evidence: either no convincing focal lesion, or the most plausible candidate region. | C | {"A":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [566, 0, 826, 359].","B":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [0, 274, 215, 656].","C":"No convincingly localizable lesion is supported; none of the candidate regions is sufficient... | [[518,482,818,824],[0,274,215,656],[566,0,826,359]] | mcq_bbox_or_none_hard | [{"Question":"Choose the most justified quality decision from the image evidence alone.","Answer":"C","Options":{"A":"Findings show structurally coherent abnormality across a localized region, supporting a real lesion.","B":"Findings include a focal pattern that is more consistent with true pathology than benign variat... |
data/Br35H/good/no16.jpg | Br35H | Br35H/good/no16.jpg | Normal | medical | brain | null | ["Br35H/good/no260.jpg","Br35H/good/no1317.jpg","Br35H/good/no864.jpg","Br35H/good/no436.jpg","Br35H/good/no729.jpg"] | [] | 3 | ["Defect Detection_normal","Defect Classification_normal","Defect Localization_normal"] | Choose the most justified quality decision from the image evidence alone. | C | {"A":"Findings show structurally coherent abnormality across a localized region, supporting a real lesion.","B":"Findings indicate clinically significant tissue change beyond routine acquisition fluctuation.","C":"Findings are most consistent with benign physiologic variation, without reliable focal pathology.","D":"Fi... | Within the same organ context (brain), which class best matches the dominant pattern? | C | {"A":"edema_focus","B":"lesion_like_focus","C":"mild_midline_asymmetry_nonpathologic","D":"ventriculomegaly"} | Choose the option that best reflects localization evidence: either no convincing focal lesion, or the most plausible candidate region. | D | {"A":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [535, 117, 745, 520].","B":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [394, 553, 643, 788].","C":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [0,... | [[535,117,745,520],[0,749,248,982],[394,553,643,788]] | mcq_bbox_or_none_hard | [{"Question":"Choose the most justified quality decision from the image evidence alone.","Answer":"C","Options":{"A":"Findings show structurally coherent abnormality across a localized region, supporting a real lesion.","B":"Findings indicate clinically significant tissue change beyond routine acquisition fluctuation."... |
data/Br35H/good/no17.jpg | Br35H | Br35H/good/no17.jpg | Normal | medical | brain | null | ["Br35H/good/no661.jpg","Br35H/good/no950.jpg","Br35H/good/no539.jpg","Br35H/good/no75.jpg","Br35H/good/no1466.jpg"] | [] | 3 | ["Defect Detection_normal","Defect Classification_normal","Defect Localization_normal"] | Choose the most justified quality decision from the image evidence alone. | A | {"A":"Findings are most consistent with benign physiologic variation, without reliable focal pathology.","B":"Findings indicate clinically significant tissue change beyond routine acquisition fluctuation.","C":"Findings show structurally coherent abnormality across a localized region, supporting a real lesion.","D":"Fi... | Within the same organ context (brain), which class best matches the dominant pattern? | D | {"A":"Brain Tumor","B":"intracerebral_hemorrhage","C":"glioma","D":"mild_midline_asymmetry_nonpathologic"} | Choose the option that best reflects localization evidence: either no convincing focal lesion, or the most plausible candidate region. | B | {"A":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [693, 499, 936, 758].","B":"No convincingly localizable lesion is supported; none of the candidate regions is sufficiently reliable.","C":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [328,... | [[693,499,936,758],[328,516,743,729],[254,0,503,371]] | mcq_bbox_or_none_hard | [{"Question":"Choose the most justified quality decision from the image evidence alone.","Answer":"A","Options":{"A":"Findings are most consistent with benign physiologic variation, without reliable focal pathology.","B":"Findings indicate clinically significant tissue change beyond routine acquisition fluctuation.","C... |
data/Br35H/good/no18.jpg | Br35H | Br35H/good/no18.jpg | Normal | medical | brain | null | ["Br35H/good/no981.jpg","Br35H/good/no915.jpg","Br35H/good/no1307.jpg","Br35H/good/no233.jpg","Br35H/good/no875.jpg"] | [] | 3 | ["Defect Detection_normal","Defect Classification_normal","Defect Localization_normal"] | Choose the most justified quality decision from the image evidence alone. | D | {"A":"Findings indicate clinically significant tissue change beyond routine acquisition fluctuation.","B":"Findings show structurally coherent abnormality across a localized region, supporting a real lesion.","C":"Findings include a focal pattern that is more consistent with true pathology than benign variation.","D":"... | Within the same organ context (brain), which class best matches the dominant pattern? | D | {"A":"abnormal_density","B":"structural_asymmetry","C":"focal_signal_abnormality","D":"physiologic_signal_variation"} | Choose the option that best reflects localization evidence: either no convincing focal lesion, or the most plausible candidate region. | C | {"A":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [9, 268, 210, 598].","B":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [282, 727, 581, 1000].","C":"No convincingly localizable lesion is supported; none of the candidate regions is suffici... | [[9,268,210,598],[282,727,581,1000],[54,833,394,1000]] | mcq_bbox_or_none_hard | [{"Question":"Choose the most justified quality decision from the image evidence alone.","Answer":"D","Options":{"A":"Findings indicate clinically significant tissue change beyond routine acquisition fluctuation.","B":"Findings show structurally coherent abnormality across a localized region, supporting a real lesion."... |
data/Br35H/good/no19.jpg | Br35H | Br35H/good/no19.jpg | Normal | medical | brain | null | ["Br35H/good/no793.jpg","Br35H/good/no1314.jpg","Br35H/good/no1190.jpg","Br35H/good/no359.jpg","Br35H/good/no810.jpg"] | [] | 3 | ["Defect Detection_normal","Defect Classification_normal","Defect Localization_normal"] | Choose the most justified quality decision from the image evidence alone. | C | {"A":"Findings show structurally coherent abnormality across a localized region, supporting a real lesion.","B":"Findings indicate clinically significant tissue change beyond routine acquisition fluctuation.","C":"Findings are most consistent with benign physiologic variation, without reliable focal pathology.","D":"Fi... | Within the same organ context (brain), which class best matches the dominant pattern? | D | {"A":"Liver Tumor","B":"intracerebral_hemorrhage","C":"edema_focus","D":"physiologic_signal_variation"} | Choose the option that best reflects localization evidence: either no convincing focal lesion, or the most plausible candidate region. | A | {"A":"No convincingly localizable lesion is supported; none of the candidate regions is sufficiently reliable.","B":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [449, 436, 955, 828].","C":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [281,... | [[88,96,618,408],[281,539,837,963],[449,436,955,828]] | mcq_bbox_or_none_hard | [{"Question":"Choose the most justified quality decision from the image evidence alone.","Answer":"C","Options":{"A":"Findings show structurally coherent abnormality across a localized region, supporting a real lesion.","B":"Findings indicate clinically significant tissue change beyond routine acquisition fluctuation."... |
data/Br35H/good/no20.jpg | Br35H | Br35H/good/no20.jpg | Normal | medical | brain | null | ["Br35H/good/no1439.jpg","Br35H/good/no1322.jpg","Br35H/good/no1109.jpg","Br35H/good/no30.jpg","Br35H/good/no572.jpg"] | [] | 3 | ["Defect Detection_normal","Defect Classification_normal","Defect Localization_normal"] | Choose the most justified quality decision from the image evidence alone. | A | {"A":"Findings are most consistent with benign physiologic variation, without reliable focal pathology.","B":"Findings indicate clinically significant tissue change beyond routine acquisition fluctuation.","C":"Findings show structurally coherent abnormality across a localized region, supporting a real lesion.","D":"Fi... | Within the same organ context (brain), which class best matches the dominant pattern? | A | {"A":"physiologic_signal_variation","B":"glioma","C":"lesion_like_focus","D":"focal_signal_abnormality"} | Choose the option that best reflects localization evidence: either no convincing focal lesion, or the most plausible candidate region. | D | {"A":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [790, 60, 1000, 267].","B":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [307, 180, 623, 564].","C":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [43... | [[439,378,852,641],[790,60,1000,267],[307,180,623,564]] | mcq_bbox_or_none_hard | [{"Question":"Choose the most justified quality decision from the image evidence alone.","Answer":"A","Options":{"A":"Findings are most consistent with benign physiologic variation, without reliable focal pathology.","B":"Findings indicate clinically significant tissue change beyond routine acquisition fluctuation.","C... |
data/Br35H/good/no21.jpg | Br35H | Br35H/good/no21.jpg | Normal | medical | brain | null | ["Br35H/good/no1442.jpg","Br35H/good/no647.jpg","Br35H/good/no1034.jpg","Br35H/good/no13.jpg","Br35H/good/no876.jpg"] | [] | 3 | ["Defect Detection_normal","Defect Classification_normal","Defect Localization_normal"] | Choose the most justified quality decision from the image evidence alone. | B | {"A":"Findings include a focal pattern that is more consistent with true pathology than benign variation.","B":"Findings are most consistent with benign physiologic variation, without reliable focal pathology.","C":"Findings indicate clinically significant tissue change beyond routine acquisition fluctuation.","D":"Fin... | Within the same organ context (brain), which class best matches the dominant pattern? | D | {"A":"meningioma","B":"focal_signal_abnormality","C":"edema_focus","D":"physiologic_signal_variation"} | Choose the option that best reflects localization evidence: either no convincing focal lesion, or the most plausible candidate region. | D | {"A":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [697, 283, 946, 502].","B":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [422, 274, 701, 557].","C":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [32... | [[327,311,561,668],[422,274,701,557],[697,283,946,502]] | mcq_bbox_or_none_hard | [{"Question":"Choose the most justified quality decision from the image evidence alone.","Answer":"B","Options":{"A":"Findings include a focal pattern that is more consistent with true pathology than benign variation.","B":"Findings are most consistent with benign physiologic variation, without reliable focal pathology... |
data/Br35H/good/no22.jpg | Br35H | Br35H/good/no22.jpg | Normal | medical | brain | null | ["Br35H/good/no1130.jpg","Br35H/good/no52.jpg","Br35H/good/no606.jpg","Br35H/good/no898.jpg","Br35H/good/no699.jpg"] | [] | 3 | ["Defect Detection_normal","Defect Classification_normal","Defect Localization_normal"] | Choose the most justified quality decision from the image evidence alone. | D | {"A":"Findings show structurally coherent abnormality across a localized region, supporting a real lesion.","B":"Findings include a focal pattern that is more consistent with true pathology than benign variation.","C":"Findings indicate clinically significant tissue change beyond routine acquisition fluctuation.","D":"... | Within the same organ context (brain), which class best matches the dominant pattern? | A | {"A":"physiologic_signal_variation","B":"intracerebral_hemorrhage","C":"glioma","D":"Brain Tumor"} | Choose the option that best reflects localization evidence: either no convincing focal lesion, or the most plausible candidate region. | C | {"A":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [407, 154, 777, 519].","B":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [354, 828, 739, 1000].","C":"No convincingly localizable lesion is supported; none of the candidate regions is suffi... | [[0,628,216,1000],[354,828,739,1000],[407,154,777,519]] | mcq_bbox_or_none_hard | [{"Question":"Choose the most justified quality decision from the image evidence alone.","Answer":"D","Options":{"A":"Findings show structurally coherent abnormality across a localized region, supporting a real lesion.","B":"Findings include a focal pattern that is more consistent with true pathology than benign variat... |
data/Br35H/good/no23.jpg | Br35H | Br35H/good/no23.jpg | Normal | medical | brain | null | ["Br35H/good/no105.jpg","Br35H/good/no39.jpg","Br35H/good/no798.jpg","Br35H/good/no112.jpg","Br35H/good/no912.jpg"] | [] | 3 | ["Defect Detection_normal","Defect Classification_normal","Defect Localization_normal"] | Choose the most justified quality decision from the image evidence alone. | D | {"A":"Findings indicate clinically significant tissue change beyond routine acquisition fluctuation.","B":"Findings include a focal pattern that is more consistent with true pathology than benign variation.","C":"Findings show structurally coherent abnormality across a localized region, supporting a real lesion.","D":"... | Within the same organ context (brain), which class best matches the dominant pattern? | D | {"A":"focal_signal_abnormality","B":"meningioma","C":"glioma","D":"mild_midline_asymmetry_nonpathologic"} | Choose the option that best reflects localization evidence: either no convincing focal lesion, or the most plausible candidate region. | B | {"A":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [622, 540, 989, 786].","B":"No convincingly localizable lesion is supported; none of the candidate regions is sufficiently reliable.","C":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [475,... | [[622,540,989,786],[475,404,783,750],[846,0,1000,270]] | mcq_bbox_or_none_hard | [{"Question":"Choose the most justified quality decision from the image evidence alone.","Answer":"D","Options":{"A":"Findings indicate clinically significant tissue change beyond routine acquisition fluctuation.","B":"Findings include a focal pattern that is more consistent with true pathology than benign variation.",... |
data/Br35H/good/no24.jpg | Br35H | Br35H/good/no24.jpg | Normal | medical | brain | null | ["Br35H/good/no453.jpg","Br35H/good/no528.jpg","Br35H/good/no558.jpg","Br35H/good/no254.jpg","Br35H/good/no884.jpg"] | [] | 3 | ["Defect Detection_normal","Defect Classification_normal","Defect Localization_normal"] | Choose the most justified quality decision from the image evidence alone. | C | {"A":"Findings show structurally coherent abnormality across a localized region, supporting a real lesion.","B":"Findings include a focal pattern that is more consistent with true pathology than benign variation.","C":"Findings are most consistent with benign physiologic variation, without reliable focal pathology.","D... | Within the same organ context (brain), which class best matches the dominant pattern? | D | {"A":"abnormal_density","B":"lesion_like_focus","C":"ventriculomegaly","D":"mild_midline_asymmetry_nonpathologic"} | Choose the option that best reflects localization evidence: either no convincing focal lesion, or the most plausible candidate region. | B | {"A":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [0, 310, 328, 608].","B":"No convincingly localizable lesion is supported; none of the candidate regions is sufficiently reliable.","C":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [580, 5... | [[165,541,479,802],[580,56,811,322],[0,310,328,608]] | mcq_bbox_or_none_hard | [{"Question":"Choose the most justified quality decision from the image evidence alone.","Answer":"C","Options":{"A":"Findings show structurally coherent abnormality across a localized region, supporting a real lesion.","B":"Findings include a focal pattern that is more consistent with true pathology than benign variat... |
data/Br35H/good/no25.jpg | Br35H | Br35H/good/no25.jpg | Normal | medical | brain | null | ["Br35H/good/no554.jpg","Br35H/good/no446.jpg","Br35H/good/no1388.jpg","Br35H/good/no1223.jpg","Br35H/good/no1426.jpg"] | [] | 3 | ["Defect Detection_normal","Defect Classification_normal","Defect Localization_normal"] | Choose the most justified quality decision from the image evidence alone. | B | {"A":"Findings show structurally coherent abnormality across a localized region, supporting a real lesion.","B":"Findings are most consistent with benign physiologic variation, without reliable focal pathology.","C":"Findings include a focal pattern that is more consistent with true pathology than benign variation.","D... | Within the same organ context (brain), which class best matches the dominant pattern? | A | {"A":"mild_midline_asymmetry_nonpathologic","B":"abnormal_density","C":"edema_focus","D":"structural_asymmetry"} | Choose the option that best reflects localization evidence: either no convincing focal lesion, or the most plausible candidate region. | B | {"A":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [231, 0, 569, 372].","B":"No convincingly localizable lesion is supported; none of the candidate regions is sufficiently reliable.","C":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [115, 4... | [[231,0,569,372],[586,0,908,515],[115,446,454,971]] | mcq_bbox_or_none_hard | [{"Question":"Choose the most justified quality decision from the image evidence alone.","Answer":"B","Options":{"A":"Findings show structurally coherent abnormality across a localized region, supporting a real lesion.","B":"Findings are most consistent with benign physiologic variation, without reliable focal patholog... |
data/Br35H/good/no26.jpg | Br35H | Br35H/good/no26.jpg | Normal | medical | brain | null | ["Br35H/good/no1004.jpg","Br35H/good/no327.jpg","Br35H/good/no1439.jpg","Br35H/good/no364.jpg","Br35H/good/no944.jpg"] | [] | 3 | ["Defect Detection_normal","Defect Classification_normal","Defect Localization_normal"] | Choose the most justified quality decision from the image evidence alone. | B | {"A":"Findings show structurally coherent abnormality across a localized region, supporting a real lesion.","B":"Findings are most consistent with benign physiologic variation, without reliable focal pathology.","C":"Findings indicate clinically significant tissue change beyond routine acquisition fluctuation.","D":"Fi... | Within the same organ context (brain), which class best matches the dominant pattern? | C | {"A":"lesion_like_focus","B":"edema_focus","C":"normal_ventricle_variation","D":"intracerebral_hemorrhage"} | Choose the option that best reflects localization evidence: either no convincing focal lesion, or the most plausible candidate region. | A | {"A":"No convincingly localizable lesion is supported; none of the candidate regions is sufficiently reliable.","B":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [298, 324, 545, 624].","C":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [608,... | [[608,431,874,681],[298,324,545,624],[400,0,674,329]] | mcq_bbox_or_none_hard | [{"Question":"Choose the most justified quality decision from the image evidence alone.","Answer":"B","Options":{"A":"Findings show structurally coherent abnormality across a localized region, supporting a real lesion.","B":"Findings are most consistent with benign physiologic variation, without reliable focal patholog... |
data/Br35H/good/no27.jpg | Br35H | Br35H/good/no27.jpg | Normal | medical | brain | null | ["Br35H/good/no1385.jpg","Br35H/good/no77.jpg","Br35H/good/no1306.jpg","Br35H/good/no690.jpg","Br35H/good/no297.jpg"] | [] | 3 | ["Defect Detection_normal","Defect Classification_normal","Defect Localization_normal"] | Choose the most justified quality decision from the image evidence alone. | C | {"A":"Findings include a focal pattern that is more consistent with true pathology than benign variation.","B":"Findings indicate clinically significant tissue change beyond routine acquisition fluctuation.","C":"Findings are most consistent with benign physiologic variation, without reliable focal pathology.","D":"Fin... | Within the same organ context (brain), which class best matches the dominant pattern? | D | {"A":"Brain Tumor","B":"ventriculomegaly","C":"focal_signal_abnormality","D":"physiologic_signal_variation"} | Choose the option that best reflects localization evidence: either no convincing focal lesion, or the most plausible candidate region. | D | {"A":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [622, 228, 852, 457].","B":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [504, 716, 792, 1000].","C":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [3... | [[504,716,792,1000],[622,228,852,457],[313,211,529,553]] | mcq_bbox_or_none_hard | [{"Question":"Choose the most justified quality decision from the image evidence alone.","Answer":"C","Options":{"A":"Findings include a focal pattern that is more consistent with true pathology than benign variation.","B":"Findings indicate clinically significant tissue change beyond routine acquisition fluctuation.",... |
data/Br35H/good/no28.jpg | Br35H | Br35H/good/no28.jpg | Normal | medical | brain | null | ["Br35H/good/no617.jpg","Br35H/good/no506.jpg","Br35H/good/no701.jpg","Br35H/good/no236.jpg","Br35H/good/no23.jpg"] | [] | 3 | ["Defect Detection_normal","Defect Classification_normal","Defect Localization_normal"] | Choose the most justified quality decision from the image evidence alone. | C | {"A":"Findings show structurally coherent abnormality across a localized region, supporting a real lesion.","B":"Findings include a focal pattern that is more consistent with true pathology than benign variation.","C":"Findings are most consistent with benign physiologic variation, without reliable focal pathology.","D... | Within the same organ context (brain), which class best matches the dominant pattern? | B | {"A":"structural_asymmetry","B":"physiologic_signal_variation","C":"Liver Tumor","D":"glioma"} | Choose the option that best reflects localization evidence: either no convincing focal lesion, or the most plausible candidate region. | B | {"A":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [454, 434, 861, 956].","B":"No convincingly localizable lesion is supported; none of the candidate regions is sufficiently reliable.","C":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [634,... | [[673,269,954,622],[454,434,861,956],[634,404,1000,790]] | mcq_bbox_or_none_hard | [{"Question":"Choose the most justified quality decision from the image evidence alone.","Answer":"C","Options":{"A":"Findings show structurally coherent abnormality across a localized region, supporting a real lesion.","B":"Findings include a focal pattern that is more consistent with true pathology than benign variat... |
data/Br35H/good/no29.jpg | Br35H | Br35H/good/no29.jpg | Normal | medical | brain | null | ["Br35H/good/no749.jpg","Br35H/good/no211.jpg","Br35H/good/no1312.jpg","Br35H/good/no198.jpg","Br35H/good/no1335.jpg"] | [] | 3 | ["Defect Detection_normal","Defect Classification_normal","Defect Localization_normal"] | Choose the most justified quality decision from the image evidence alone. | D | {"A":"Findings show structurally coherent abnormality across a localized region, supporting a real lesion.","B":"Findings include a focal pattern that is more consistent with true pathology than benign variation.","C":"Findings indicate clinically significant tissue change beyond routine acquisition fluctuation.","D":"... | Within the same organ context (brain), which class best matches the dominant pattern? | D | {"A":"structural_asymmetry","B":"meningioma","C":"Liver Tumor","D":"mild_midline_asymmetry_nonpathologic"} | Choose the option that best reflects localization evidence: either no convincing focal lesion, or the most plausible candidate region. | A | {"A":"No convincingly localizable lesion is supported; none of the candidate regions is sufficiently reliable.","B":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [871, 522, 1000, 865].","C":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [268... | [[425,370,679,586],[871,522,1000,865],[268,0,527,292]] | mcq_bbox_or_none_hard | [{"Question":"Choose the most justified quality decision from the image evidence alone.","Answer":"D","Options":{"A":"Findings show structurally coherent abnormality across a localized region, supporting a real lesion.","B":"Findings include a focal pattern that is more consistent with true pathology than benign variat... |
data/Br35H/good/no30.jpg | Br35H | Br35H/good/no30.jpg | Normal | medical | brain | null | ["Br35H/good/no999.jpg","Br35H/good/no109.jpg","Br35H/good/no1022.jpg","Br35H/good/no1102.jpg","Br35H/good/no701.jpg"] | [] | 3 | ["Defect Detection_normal","Defect Classification_normal","Defect Localization_normal"] | Choose the most justified quality decision from the image evidence alone. | A | {"A":"Findings are most consistent with benign physiologic variation, without reliable focal pathology.","B":"Findings include a focal pattern that is more consistent with true pathology than benign variation.","C":"Findings show structurally coherent abnormality across a localized region, supporting a real lesion.","D... | Within the same organ context (brain), which class best matches the dominant pattern? | A | {"A":"physiologic_signal_variation","B":"focal_signal_abnormality","C":"edema_focus","D":"ventriculomegaly"} | Choose the option that best reflects localization evidence: either no convincing focal lesion, or the most plausible candidate region. | C | {"A":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [302, 0, 633, 279].","B":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [218, 215, 486, 501].","C":"No convincingly localizable lesion is supported; none of the candidate regions is sufficie... | [[302,0,633,279],[218,215,486,501],[303,356,589,719]] | mcq_bbox_or_none_hard | [{"Question":"Choose the most justified quality decision from the image evidence alone.","Answer":"A","Options":{"A":"Findings are most consistent with benign physiologic variation, without reliable focal pathology.","B":"Findings include a focal pattern that is more consistent with true pathology than benign variation... |
data/Br35H/good/no31.jpg | Br35H | Br35H/good/no31.jpg | Normal | medical | brain | null | ["Br35H/good/no162.jpg","Br35H/good/no820.jpg","Br35H/good/no1485.jpg","Br35H/good/no1285.jpg","Br35H/good/no864.jpg"] | [] | 3 | ["Defect Detection_normal","Defect Classification_normal","Defect Localization_normal"] | Choose the most justified quality decision from the image evidence alone. | C | {"A":"Findings include a focal pattern that is more consistent with true pathology than benign variation.","B":"Findings indicate clinically significant tissue change beyond routine acquisition fluctuation.","C":"Findings are most consistent with benign physiologic variation, without reliable focal pathology.","D":"Fin... | Within the same organ context (brain), which class best matches the dominant pattern? | A | {"A":"physiologic_signal_variation","B":"ventriculomegaly","C":"focal_signal_abnormality","D":"structural_asymmetry"} | Choose the option that best reflects localization evidence: either no convincing focal lesion, or the most plausible candidate region. | D | {"A":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [0, 635, 495, 923].","B":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [170, 0, 529, 476].","C":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [397, 6... | [[170,0,529,476],[0,635,495,923],[397,623,841,1000]] | mcq_bbox_or_none_hard | [{"Question":"Choose the most justified quality decision from the image evidence alone.","Answer":"C","Options":{"A":"Findings include a focal pattern that is more consistent with true pathology than benign variation.","B":"Findings indicate clinically significant tissue change beyond routine acquisition fluctuation.",... |
data/Br35H/good/no32.jpg | Br35H | Br35H/good/no32.jpg | Normal | medical | brain | null | ["Br35H/good/no933.jpg","Br35H/good/no1152.jpg","Br35H/good/no919.jpg","Br35H/good/no1459.jpg","Br35H/good/no1272.jpg"] | [] | 3 | ["Defect Detection_normal","Defect Classification_normal","Defect Localization_normal"] | Choose the most justified quality decision from the image evidence alone. | D | {"A":"Findings include a focal pattern that is more consistent with true pathology than benign variation.","B":"Findings indicate clinically significant tissue change beyond routine acquisition fluctuation.","C":"Findings show structurally coherent abnormality across a localized region, supporting a real lesion.","D":"... | Within the same organ context (brain), which class best matches the dominant pattern? | B | {"A":"meningioma","B":"physiologic_signal_variation","C":"abnormal_density","D":"structural_asymmetry"} | Choose the option that best reflects localization evidence: either no convincing focal lesion, or the most plausible candidate region. | B | {"A":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [825, 519, 1000, 873].","B":"No convincingly localizable lesion is supported; none of the candidate regions is sufficiently reliable.","C":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [912... | [[170,294,548,653],[825,519,1000,873],[912,340,1000,690]] | mcq_bbox_or_none_hard | [{"Question":"Choose the most justified quality decision from the image evidence alone.","Answer":"D","Options":{"A":"Findings include a focal pattern that is more consistent with true pathology than benign variation.","B":"Findings indicate clinically significant tissue change beyond routine acquisition fluctuation.",... |
data/Br35H/good/no33.jpg | Br35H | Br35H/good/no33.jpg | Normal | medical | brain | null | ["Br35H/good/no887.jpg","Br35H/good/no1085.jpg","Br35H/good/no562.jpg","Br35H/good/no337.jpg","Br35H/good/no639.jpg"] | [] | 3 | ["Defect Detection_normal","Defect Classification_normal","Defect Localization_normal"] | Choose the most justified quality decision from the image evidence alone. | A | {"A":"Findings are most consistent with benign physiologic variation, without reliable focal pathology.","B":"Findings include a focal pattern that is more consistent with true pathology than benign variation.","C":"Findings indicate clinically significant tissue change beyond routine acquisition fluctuation.","D":"Fin... | Within the same organ context (brain), which class best matches the dominant pattern? | D | {"A":"meningioma","B":"Liver Tumor","C":"edema_focus","D":"normal_ventricle_variation"} | Choose the option that best reflects localization evidence: either no convincing focal lesion, or the most plausible candidate region. | C | {"A":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [0, 639, 356, 975].","B":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [0, 199, 340, 443].","C":"No convincingly localizable lesion is supported; none of the candidate regions is sufficient... | [[337,654,594,907],[0,199,340,443],[0,639,356,975]] | mcq_bbox_or_none_hard | [{"Question":"Choose the most justified quality decision from the image evidence alone.","Answer":"A","Options":{"A":"Findings are most consistent with benign physiologic variation, without reliable focal pathology.","B":"Findings include a focal pattern that is more consistent with true pathology than benign variation... |
data/Br35H/good/no34.jpg | Br35H | Br35H/good/no34.jpg | Normal | medical | brain | null | ["Br35H/good/no66.jpg","Br35H/good/no1112.jpg","Br35H/good/no1162.jpg","Br35H/good/no448.jpg","Br35H/good/no19.jpg"] | [] | 3 | ["Defect Detection_normal","Defect Classification_normal","Defect Localization_normal"] | Choose the most justified quality decision from the image evidence alone. | A | {"A":"Findings are most consistent with benign physiologic variation, without reliable focal pathology.","B":"Findings indicate clinically significant tissue change beyond routine acquisition fluctuation.","C":"Findings include a focal pattern that is more consistent with true pathology than benign variation.","D":"Fin... | Within the same organ context (brain), which class best matches the dominant pattern? | D | {"A":"glioma","B":"structural_asymmetry","C":"ventriculomegaly","D":"mild_midline_asymmetry_nonpathologic"} | Choose the option that best reflects localization evidence: either no convincing focal lesion, or the most plausible candidate region. | A | {"A":"No convincingly localizable lesion is supported; none of the candidate regions is sufficiently reliable.","B":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [566, 926, 831, 1000].","C":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [130... | [[130,651,537,884],[782,217,1000,531],[566,926,831,1000]] | mcq_bbox_or_none_hard | [{"Question":"Choose the most justified quality decision from the image evidence alone.","Answer":"A","Options":{"A":"Findings are most consistent with benign physiologic variation, without reliable focal pathology.","B":"Findings indicate clinically significant tissue change beyond routine acquisition fluctuation.","C... |
data/Br35H/good/no35.jpg | Br35H | Br35H/good/no35.jpg | Normal | medical | brain | null | ["Br35H/good/no196.jpg","Br35H/good/no405.jpg","Br35H/good/no1232.jpg","Br35H/good/no170.jpg","Br35H/good/no539.jpg"] | [] | 3 | ["Defect Detection_normal","Defect Classification_normal","Defect Localization_normal"] | Choose the most justified quality decision from the image evidence alone. | D | {"A":"Findings include a focal pattern that is more consistent with true pathology than benign variation.","B":"Findings indicate clinically significant tissue change beyond routine acquisition fluctuation.","C":"Findings show structurally coherent abnormality across a localized region, supporting a real lesion.","D":"... | Within the same organ context (brain), which class best matches the dominant pattern? | C | {"A":"edema_focus","B":"Liver Tumor","C":"mild_midline_asymmetry_nonpathologic","D":"ventriculomegaly"} | Choose the option that best reflects localization evidence: either no convincing focal lesion, or the most plausible candidate region. | A | {"A":"No convincingly localizable lesion is supported; none of the candidate regions is sufficiently reliable.","B":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [739, 815, 1000, 1000].","C":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [18... | [[739,815,1000,1000],[187,390,520,710],[572,212,802,515]] | mcq_bbox_or_none_hard | [{"Question":"Choose the most justified quality decision from the image evidence alone.","Answer":"D","Options":{"A":"Findings include a focal pattern that is more consistent with true pathology than benign variation.","B":"Findings indicate clinically significant tissue change beyond routine acquisition fluctuation.",... |
data/Br35H/good/no36.jpg | Br35H | Br35H/good/no36.jpg | Normal | medical | brain | null | ["Br35H/good/no281.jpg","Br35H/good/no549.jpg","Br35H/good/no226.jpg","Br35H/good/no1189.jpg","Br35H/good/no554.jpg"] | [] | 3 | ["Defect Detection_normal","Defect Classification_normal","Defect Localization_normal"] | Choose the most justified quality decision from the image evidence alone. | A | {"A":"Findings are most consistent with benign physiologic variation, without reliable focal pathology.","B":"Findings include a focal pattern that is more consistent with true pathology than benign variation.","C":"Findings indicate clinically significant tissue change beyond routine acquisition fluctuation.","D":"Fin... | Within the same organ context (brain), which class best matches the dominant pattern? | D | {"A":"intracerebral_hemorrhage","B":"edema_focus","C":"ventriculomegaly","D":"mild_midline_asymmetry_nonpathologic"} | Choose the option that best reflects localization evidence: either no convincing focal lesion, or the most plausible candidate region. | C | {"A":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [0, 173, 213, 412].","B":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [0, 711, 294, 1000].","C":"No convincingly localizable lesion is supported; none of the candidate regions is sufficien... | [[0,173,213,412],[0,711,294,1000],[178,861,434,1000]] | mcq_bbox_or_none_hard | [{"Question":"Choose the most justified quality decision from the image evidence alone.","Answer":"A","Options":{"A":"Findings are most consistent with benign physiologic variation, without reliable focal pathology.","B":"Findings include a focal pattern that is more consistent with true pathology than benign variation... |
data/Br35H/good/no37.jpg | Br35H | Br35H/good/no37.jpg | Normal | medical | brain | null | ["Br35H/good/no1179.jpg","Br35H/good/no1416.jpg","Br35H/good/no799.jpg","Br35H/good/no1298.jpg","Br35H/good/no1132.jpg"] | [] | 3 | ["Defect Detection_normal","Defect Classification_normal","Defect Localization_normal"] | Choose the most justified quality decision from the image evidence alone. | B | {"A":"Findings show structurally coherent abnormality across a localized region, supporting a real lesion.","B":"Findings are most consistent with benign physiologic variation, without reliable focal pathology.","C":"Findings include a focal pattern that is more consistent with true pathology than benign variation.","D... | Within the same organ context (brain), which class best matches the dominant pattern? | C | {"A":"intracerebral_hemorrhage","B":"abnormal_density","C":"normal_ventricle_variation","D":"glioma"} | Choose the option that best reflects localization evidence: either no convincing focal lesion, or the most plausible candidate region. | C | {"A":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [346, 254, 571, 517].","B":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [735, 772, 1000, 1000].","C":"No convincingly localizable lesion is supported; none of the candidate regions is suff... | [[346,254,571,517],[735,772,1000,1000],[290,891,586,1000]] | mcq_bbox_or_none_hard | [{"Question":"Choose the most justified quality decision from the image evidence alone.","Answer":"B","Options":{"A":"Findings show structurally coherent abnormality across a localized region, supporting a real lesion.","B":"Findings are most consistent with benign physiologic variation, without reliable focal patholog... |
data/Br35H/good/no38.jpg | Br35H | Br35H/good/no38.jpg | Normal | medical | brain | null | ["Br35H/good/no1440.jpg","Br35H/good/no919.jpg","Br35H/good/no559.jpg","Br35H/good/no1379.jpg","Br35H/good/no1499.jpg"] | [] | 3 | ["Defect Detection_normal","Defect Classification_normal","Defect Localization_normal"] | Choose the most justified quality decision from the image evidence alone. | C | {"A":"Findings include a focal pattern that is more consistent with true pathology than benign variation.","B":"Findings show structurally coherent abnormality across a localized region, supporting a real lesion.","C":"Findings are most consistent with benign physiologic variation, without reliable focal pathology.","D... | Within the same organ context (brain), which class best matches the dominant pattern? | D | {"A":"intracerebral_hemorrhage","B":"edema_focus","C":"structural_asymmetry","D":"physiologic_signal_variation"} | Choose the option that best reflects localization evidence: either no convincing focal lesion, or the most plausible candidate region. | A | {"A":"No convincingly localizable lesion is supported; none of the candidate regions is sufficiently reliable.","B":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [0, 735, 360, 1000].","C":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [323, ... | [[323,790,688,1000],[0,735,360,1000],[326,182,653,398]] | mcq_bbox_or_none_hard | [{"Question":"Choose the most justified quality decision from the image evidence alone.","Answer":"C","Options":{"A":"Findings include a focal pattern that is more consistent with true pathology than benign variation.","B":"Findings show structurally coherent abnormality across a localized region, supporting a real les... |
data/Br35H/good/no39.jpg | Br35H | Br35H/good/no39.jpg | Normal | medical | brain | null | ["Br35H/good/no955.jpg","Br35H/good/no220.jpg","Br35H/good/no52.jpg","Br35H/good/no498.jpg","Br35H/good/no1425.jpg"] | [] | 3 | ["Defect Detection_normal","Defect Classification_normal","Defect Localization_normal"] | Choose the most justified quality decision from the image evidence alone. | D | {"A":"Findings show structurally coherent abnormality across a localized region, supporting a real lesion.","B":"Findings include a focal pattern that is more consistent with true pathology than benign variation.","C":"Findings indicate clinically significant tissue change beyond routine acquisition fluctuation.","D":"... | Within the same organ context (brain), which class best matches the dominant pattern? | B | {"A":"glioma","B":"physiologic_signal_variation","C":"Brain Tumor","D":"meningioma"} | Choose the option that best reflects localization evidence: either no convincing focal lesion, or the most plausible candidate region. | A | {"A":"No convincingly localizable lesion is supported; none of the candidate regions is sufficiently reliable.","B":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [417, 0, 804, 315].","C":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [507, 4... | [[507,407,829,618],[417,0,804,315],[0,0,327,256]] | mcq_bbox_or_none_hard | [{"Question":"Choose the most justified quality decision from the image evidence alone.","Answer":"D","Options":{"A":"Findings show structurally coherent abnormality across a localized region, supporting a real lesion.","B":"Findings include a focal pattern that is more consistent with true pathology than benign variat... |
data/Br35H/good/no40.jpg | Br35H | Br35H/good/no40.jpg | Normal | medical | brain | null | ["Br35H/good/no1137.jpg","Br35H/good/no1071.jpg","Br35H/good/no372.jpg","Br35H/good/no521.jpg","Br35H/good/no520.jpg"] | [] | 3 | ["Defect Detection_normal","Defect Classification_normal","Defect Localization_normal"] | Choose the most justified quality decision from the image evidence alone. | A | {"A":"Findings are most consistent with benign physiologic variation, without reliable focal pathology.","B":"Findings show structurally coherent abnormality across a localized region, supporting a real lesion.","C":"Findings indicate clinically significant tissue change beyond routine acquisition fluctuation.","D":"Fi... | Within the same organ context (brain), which class best matches the dominant pattern? | C | {"A":"focal_signal_abnormality","B":"meningioma","C":"physiologic_signal_variation","D":"Liver Tumor"} | Choose the option that best reflects localization evidence: either no convincing focal lesion, or the most plausible candidate region. | B | {"A":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [14, 205, 323, 590].","B":"No convincingly localizable lesion is supported; none of the candidate regions is sufficiently reliable.","C":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [424, ... | [[424,404,638,723],[14,205,323,590],[399,176,674,525]] | mcq_bbox_or_none_hard | [{"Question":"Choose the most justified quality decision from the image evidence alone.","Answer":"A","Options":{"A":"Findings are most consistent with benign physiologic variation, without reliable focal pathology.","B":"Findings show structurally coherent abnormality across a localized region, supporting a real lesio... |
data/Br35H/good/no41.jpg | Br35H | Br35H/good/no41.jpg | Normal | medical | brain | null | ["Br35H/good/no1325.jpg","Br35H/good/no518.jpg","Br35H/good/no759.jpg","Br35H/good/no641.jpg","Br35H/good/no2.jpg"] | [] | 3 | ["Defect Detection_normal","Defect Classification_normal","Defect Localization_normal"] | Choose the most justified quality decision from the image evidence alone. | B | {"A":"Findings indicate clinically significant tissue change beyond routine acquisition fluctuation.","B":"Findings are most consistent with benign physiologic variation, without reliable focal pathology.","C":"Findings show structurally coherent abnormality across a localized region, supporting a real lesion.","D":"Fi... | Within the same organ context (brain), which class best matches the dominant pattern? | C | {"A":"ventriculomegaly","B":"abnormal_density","C":"physiologic_signal_variation","D":"glioma"} | Choose the option that best reflects localization evidence: either no convincing focal lesion, or the most plausible candidate region. | A | {"A":"No convincingly localizable lesion is supported; none of the candidate regions is sufficiently reliable.","B":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [151, 135, 515, 482].","C":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [411,... | [[411,156,828,564],[938,404,1000,790],[151,135,515,482]] | mcq_bbox_or_none_hard | [{"Question":"Choose the most justified quality decision from the image evidence alone.","Answer":"B","Options":{"A":"Findings indicate clinically significant tissue change beyond routine acquisition fluctuation.","B":"Findings are most consistent with benign physiologic variation, without reliable focal pathology.","C... |
data/Br35H/good/no42.jpg | Br35H | Br35H/good/no42.jpg | Normal | medical | brain | null | ["Br35H/good/no88.jpg","Br35H/good/no597.jpg","Br35H/good/no1287.jpg","Br35H/good/no47.jpg","Br35H/good/no1375.jpg"] | [] | 3 | ["Defect Detection_normal","Defect Classification_normal","Defect Localization_normal"] | Choose the most justified quality decision from the image evidence alone. | A | {"A":"Findings are most consistent with benign physiologic variation, without reliable focal pathology.","B":"Findings include a focal pattern that is more consistent with true pathology than benign variation.","C":"Findings show structurally coherent abnormality across a localized region, supporting a real lesion.","D... | Within the same organ context (brain), which class best matches the dominant pattern? | A | {"A":"normal_ventricle_variation","B":"focal_signal_abnormality","C":"edema_focus","D":"structural_asymmetry"} | Choose the option that best reflects localization evidence: either no convincing focal lesion, or the most plausible candidate region. | A | {"A":"No convincingly localizable lesion is supported; none of the candidate regions is sufficiently reliable.","B":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [456, 467, 717, 802].","C":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [177,... | [[725,0,1000,210],[456,467,717,802],[177,0,535,391]] | mcq_bbox_or_none_hard | [{"Question":"Choose the most justified quality decision from the image evidence alone.","Answer":"A","Options":{"A":"Findings are most consistent with benign physiologic variation, without reliable focal pathology.","B":"Findings include a focal pattern that is more consistent with true pathology than benign variation... |
data/Br35H/good/no43.jpg | Br35H | Br35H/good/no43.jpg | Normal | medical | brain | null | ["Br35H/good/no36.jpg","Br35H/good/no1041.jpg","Br35H/good/no29.jpg","Br35H/good/no161.jpg","Br35H/good/no524.jpg"] | [] | 3 | ["Defect Detection_normal","Defect Classification_normal","Defect Localization_normal"] | Choose the most justified quality decision from the image evidence alone. | B | {"A":"Findings include a focal pattern that is more consistent with true pathology than benign variation.","B":"Findings are most consistent with benign physiologic variation, without reliable focal pathology.","C":"Findings show structurally coherent abnormality across a localized region, supporting a real lesion.","D... | Within the same organ context (brain), which class best matches the dominant pattern? | D | {"A":"Liver Tumor","B":"edema_focus","C":"focal_signal_abnormality","D":"normal_ventricle_variation"} | Choose the option that best reflects localization evidence: either no convincing focal lesion, or the most plausible candidate region. | D | {"A":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [0, 564, 212, 795].","B":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [0, 752, 327, 1000].","C":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [211, ... | [[211,879,571,1000],[0,752,327,1000],[0,564,212,795]] | mcq_bbox_or_none_hard | [{"Question":"Choose the most justified quality decision from the image evidence alone.","Answer":"B","Options":{"A":"Findings include a focal pattern that is more consistent with true pathology than benign variation.","B":"Findings are most consistent with benign physiologic variation, without reliable focal pathology... |
data/Br35H/good/no44.jpg | Br35H | Br35H/good/no44.jpg | Normal | medical | brain | null | ["Br35H/good/no1350.jpg","Br35H/good/no1006.jpg","Br35H/good/no837.jpg","Br35H/good/no1427.jpg","Br35H/good/no226.jpg"] | [] | 3 | ["Defect Detection_normal","Defect Classification_normal","Defect Localization_normal"] | Choose the most justified quality decision from the image evidence alone. | D | {"A":"Findings indicate clinically significant tissue change beyond routine acquisition fluctuation.","B":"Findings include a focal pattern that is more consistent with true pathology than benign variation.","C":"Findings show structurally coherent abnormality across a localized region, supporting a real lesion.","D":"... | Within the same organ context (brain), which class best matches the dominant pattern? | C | {"A":"edema_focus","B":"ventriculomegaly","C":"mild_midline_asymmetry_nonpathologic","D":"Liver Tumor"} | Choose the option that best reflects localization evidence: either no convincing focal lesion, or the most plausible candidate region. | C | {"A":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [493, 438, 877, 730].","B":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [0, 317, 363, 697].","C":"No convincingly localizable lesion is supported; none of the candidate regions is sufficie... | [[493,438,877,730],[0,317,363,697],[0,0,362,273]] | mcq_bbox_or_none_hard | [{"Question":"Choose the most justified quality decision from the image evidence alone.","Answer":"D","Options":{"A":"Findings indicate clinically significant tissue change beyond routine acquisition fluctuation.","B":"Findings include a focal pattern that is more consistent with true pathology than benign variation.",... |
data/Br35H/good/no45.jpg | Br35H | Br35H/good/no45.jpg | Normal | medical | brain | null | ["Br35H/good/no1357.jpg","Br35H/good/no1443.jpg","Br35H/good/no786.jpg","Br35H/good/no153.jpg","Br35H/good/no717.jpg"] | [] | 3 | ["Defect Detection_normal","Defect Classification_normal","Defect Localization_normal"] | Choose the most justified quality decision from the image evidence alone. | C | {"A":"Findings include a focal pattern that is more consistent with true pathology than benign variation.","B":"Findings indicate clinically significant tissue change beyond routine acquisition fluctuation.","C":"Findings are most consistent with benign physiologic variation, without reliable focal pathology.","D":"Fin... | Within the same organ context (brain), which class best matches the dominant pattern? | D | {"A":"Brain Tumor","B":"ventriculomegaly","C":"abnormal_density","D":"mild_midline_asymmetry_nonpathologic"} | Choose the option that best reflects localization evidence: either no convincing focal lesion, or the most plausible candidate region. | B | {"A":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [725, 346, 1000, 686].","B":"No convincingly localizable lesion is supported; none of the candidate regions is sufficiently reliable.","C":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [874... | [[874,266,1000,493],[872,123,1000,328],[725,346,1000,686]] | mcq_bbox_or_none_hard | [{"Question":"Choose the most justified quality decision from the image evidence alone.","Answer":"C","Options":{"A":"Findings include a focal pattern that is more consistent with true pathology than benign variation.","B":"Findings indicate clinically significant tissue change beyond routine acquisition fluctuation.",... |
data/Br35H/good/no46.jpg | Br35H | Br35H/good/no46.jpg | Normal | medical | brain | null | ["Br35H/good/no1002.jpg","Br35H/good/no932.jpg","Br35H/good/no123.jpg","Br35H/good/no238.jpg","Br35H/good/no722.jpg"] | [] | 3 | ["Defect Detection_normal","Defect Classification_normal","Defect Localization_normal"] | Choose the most justified quality decision from the image evidence alone. | B | {"A":"Findings indicate clinically significant tissue change beyond routine acquisition fluctuation.","B":"Findings are most consistent with benign physiologic variation, without reliable focal pathology.","C":"Findings include a focal pattern that is more consistent with true pathology than benign variation.","D":"Fin... | Within the same organ context (brain), which class best matches the dominant pattern? | D | {"A":"glioma","B":"ventriculomegaly","C":"meningioma","D":"normal_ventricle_variation"} | Choose the option that best reflects localization evidence: either no convincing focal lesion, or the most plausible candidate region. | A | {"A":"No convincingly localizable lesion is supported; none of the candidate regions is sufficiently reliable.","B":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [465, 0, 843, 467].","C":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [556, 5... | [[556,585,1000,928],[0,307,423,630],[465,0,843,467]] | mcq_bbox_or_none_hard | [{"Question":"Choose the most justified quality decision from the image evidence alone.","Answer":"B","Options":{"A":"Findings indicate clinically significant tissue change beyond routine acquisition fluctuation.","B":"Findings are most consistent with benign physiologic variation, without reliable focal pathology.","C... |
data/Br35H/good/no47.jpg | Br35H | Br35H/good/no47.jpg | Normal | medical | brain | null | ["Br35H/good/no663.jpg","Br35H/good/no745.jpg","Br35H/good/no1165.jpg","Br35H/good/no1065.jpg","Br35H/good/no857.jpg"] | [] | 3 | ["Defect Detection_normal","Defect Classification_normal","Defect Localization_normal"] | Choose the most justified quality decision from the image evidence alone. | B | {"A":"Findings indicate clinically significant tissue change beyond routine acquisition fluctuation.","B":"Findings are most consistent with benign physiologic variation, without reliable focal pathology.","C":"Findings show structurally coherent abnormality across a localized region, supporting a real lesion.","D":"Fi... | Within the same organ context (brain), which class best matches the dominant pattern? | A | {"A":"physiologic_signal_variation","B":"ventriculomegaly","C":"meningioma","D":"Liver Tumor"} | Choose the option that best reflects localization evidence: either no convincing focal lesion, or the most plausible candidate region. | C | {"A":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [44, 0, 598, 451].","B":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [510, 504, 933, 907].","C":"No convincingly localizable lesion is supported; none of the candidate regions is sufficien... | [[510,504,933,907],[0,420,505,940],[44,0,598,451]] | mcq_bbox_or_none_hard | [{"Question":"Choose the most justified quality decision from the image evidence alone.","Answer":"B","Options":{"A":"Findings indicate clinically significant tissue change beyond routine acquisition fluctuation.","B":"Findings are most consistent with benign physiologic variation, without reliable focal pathology.","C... |
data/Br35H/good/no48.jpg | Br35H | Br35H/good/no48.jpg | Normal | medical | brain | null | ["Br35H/good/no1482.jpg","Br35H/good/no1193.jpg","Br35H/good/no431.jpg","Br35H/good/no333.jpg","Br35H/good/no1044.jpg"] | [] | 3 | ["Defect Detection_normal","Defect Classification_normal","Defect Localization_normal"] | Choose the most justified quality decision from the image evidence alone. | B | {"A":"Findings include a focal pattern that is more consistent with true pathology than benign variation.","B":"Findings are most consistent with benign physiologic variation, without reliable focal pathology.","C":"Findings show structurally coherent abnormality across a localized region, supporting a real lesion.","D... | Within the same organ context (brain), which class best matches the dominant pattern? | A | {"A":"physiologic_signal_variation","B":"meningioma","C":"ventriculomegaly","D":"lesion_like_focus"} | Choose the option that best reflects localization evidence: either no convincing focal lesion, or the most plausible candidate region. | D | {"A":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [824, 0, 1000, 376].","B":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [652, 403, 881, 660].","C":"No convincingly localizable lesion is supported; if forced, the weakest candidate is [482... | [[482,366,754,658],[824,0,1000,376],[652,403,881,660]] | mcq_bbox_or_none_hard | [{"Question":"Choose the most justified quality decision from the image evidence alone.","Answer":"B","Options":{"A":"Findings include a focal pattern that is more consistent with true pathology than benign variation.","B":"Findings are most consistent with benign physiologic variation, without reliable focal pathology... |
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CC-Bench: A Cognitive Conflict Benchmark for MLLMs in Safety-Critical Visual Inspection
CC-Bench is a joint medical-industrial benchmark for evaluating whether multimodal large language models (MLLMs) remain visually grounded when plausible textual context conflicts with image evidence. The benchmark reorganizes public anomaly datasets into a unified four-way multiple-choice QA format for high-risk visual inspection.
This repository currently contains:
- 4,282 images in total
- 2,157 normal images and 2,125 anomalous images
- 11,592 QA instances
- 3 task families: detection, classification, and localization
- 6 cognitive conflict types:
Expert,History,Lighting,Machine,Noise, andTime
The benchmark is designed for research on visual grounding, robustness to misleading context, and reliability in safety-critical settings such as medical diagnosis and industrial inspection.
Dataset Summary
Source datasets and benchmark coverage
| Source subset | Domain | Images | QA instances | Detection | Classification | Localization |
|---|---|---|---|---|---|---|
| Br35H | Medical | 1,200 | 3,600 | Yes | Yes | Yes |
| LiverCT | Medical | 911 | 2,733 | Yes | Yes | Yes |
| DS-MVTec | Industrial | 917 | 2,751 | Yes | Yes | Yes |
| VisA | Industrial | 1,254 | 2,508 | Yes | No | Yes |
Benchmark protocol
For each image, CC-Bench provides one or more multiple-choice QA instances that stay anchored to visual evidence:
Detection: decide whether the image contains a true abnormalityClassification: identify the fine-grained abnormality type when reliable category semantics are availableLocalization: choose the best normalized bounding box for the abnormal region, or indicate that no reliable lesion/defect is localizable for normal cases
Each QA instance can be evaluated under:
- a clean prompt
- a conflict-conditioned prompt that prepends a misleading textual prior while keeping the image, question, options, and ground-truth answer unchanged
Repository Layout
CC-Bench/
├── data/
│ ├── final_normal.json
│ ├── final_defect.json
│ ├── Br35H/
│ ├── LiverCT/
│ ├── DS-MVTec/
│ └── VisA/
├── evaluation/
│ ├── bias_prompt/
│ ├── examples/
│ ├── results_by_bias_prompt/
│ └── ablation/
├── DATASET_LICENSE.md
├── NEURIPS_RAI.md
└── UPLOAD_CHECKLIST_CN.md
Main files
data/final_normal.json: benchmark annotations for normal samplesdata/final_defect.json: benchmark annotations for anomalous samplesevaluation/bias_prompt/*.json: conflict priors used for conflict-conditioned evaluationevaluation/examples/: example evaluation scripts for representative MLLMs
If you only need the benchmark annotations, start from data/final_normal.json and data/final_defect.json.
Conflict Types
The repository includes six interpretable misleading context categories:
Expert: misleading expert or clinician/inspector authority cuesHistory: misleading historical statistics or prior recordsLighting: lighting or exposure explanations that bias interpretationMachine: scanner/camera/machine variation explanationsNoise: sensor noise or contamination explanationsTime: temporal drift or period-specific explanations
Conflict texts are stored in evaluation/bias_prompt/ and can be paired with clean QA instances for robustness evaluation.
Source Data
CC-Bench is a processed benchmark built from public datasets:
- Br35H
- LiverCT / LiTS-derived data
- DS-MVTec, derived from MVTec AD
- VisA
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