Datasets:

ken-jo
/

decision-index-results

run_id string	benchmark string	set string	payload_sha256 string	image_sha256 list	started_utc string	engine string	status string	response dict	completed_utc string	total_wall_ms float64	model_request_wall_ms float64
full_cvbench:0	CV-Bench	full_cvbench	636efb2c540640f5afb4829c0069c8f65e0dfc04b36f3a33be6a96db9a7a3730	[ "416ad33e74cb200a0f5084ae864fe007056b627faae63b4510f4394805b5a922" ]	2026-10-18T19:05:10.398193+00:00	qev_decision_index:QEVEngine	ok	{ "model": "/home/kenjo/qev-models/release-local/QEV-2B", "answers": { "answer": { "type": "choice", "choice": "C", "probabilities": { "A": 0.0050572472, "B": 0.0107530781, "C": 0.9763134708000001, "D": 0.0078762039 } } }, "usage": { "input_tok...	2026-10-18T19:06:30.504498+00:00	1,886.72449	1,886.72449
full_cvbench:1	CV-Bench	full_cvbench	18e8dff811a768e03188518b8027386cfe52e4894fab562873257cfde78b3df5	[ "3347f125274ff0cc776f42a2c4d6d205e0ce185fbf768890e1d3051bade9aadf" ]	2026-10-18T19:05:10.398193+00:00	qev_decision_index:QEVEngine	ok	{ "model": "/home/kenjo/qev-models/release-local/QEV-2B", "answers": { "answer": { "type": "choice", "choice": "E", "probabilities": { "A": 0.023584104, "B": 0.4039857509, "C": 0.0058240525, "D": 0.0102108042, "E": 0.5301333434000001, "F": 0.0262...	2026-10-18T19:06:30.504679+00:00	237.319623	237.319623
full_cvbench:2	CV-Bench	full_cvbench	83750eb24f0bc747b30a67908afb0246336230ef3098c852ba16ad3a21d83d9e	[ "20b80b56c5a6f8a6ef5d902518d588eb994a28c2992b66fa3ad70aa5a6ce7e24" ]	2026-10-18T19:05:10.398193+00:00	qev_decision_index:QEVEngine	ok	{ "model": "/home/kenjo/qev-models/release-local/QEV-2B", "answers": { "answer": { "type": "choice", "choice": "C", "probabilities": { "A": 0.005460892, "B": 0.0089839792, "C": 0.9826334368, "D": 0.0029216919 } } }, "usage": { "input_tokens": 1...	2026-10-18T19:06:30.504724+00:00	674.220914	674.220914
full_cvbench:3	CV-Bench	full_cvbench	95fa6935fdb9a884de47b91227a3d65ea38b065a7fe87053f3e5e56aa3711222	[ "b71a02cf1a0cd4706b104575a535847d62b929292934d3cb1062a128441a30f3" ]	2026-10-18T19:05:10.398193+00:00	qev_decision_index:QEVEngine	ok	{ "model": "/home/kenjo/qev-models/release-local/QEV-2B", "answers": { "answer": { "type": "choice", "choice": "A", "probabilities": { "A": 0.9568907058, "B": 0.0067594033, "C": 0.016141411, "D": 0.0202084799 } } }, "usage": { "input_tokens": 1...	2026-10-18T19:06:30.504755+00:00	405.239069	405.239069
full_cvbench:4	CV-Bench	full_cvbench	7a9c815553cc75248a98426590307de2dfb7cac3afe3efc3866abb9a97570ed0	[ "a9488984f119d34bfea143eaf77a983735c90c06464a56d7adb70544a5a730de" ]	2026-10-18T19:05:10.398193+00:00	qev_decision_index:QEVEngine	ok	{ "model": "/home/kenjo/qev-models/release-local/QEV-2B", "answers": { "answer": { "type": "choice", "choice": "D", "probabilities": { "A": 0.0047827518, "B": 0.0131254592, "C": 0.0058254895, "D": 0.9762662995 } } }, "usage": { "input_tokens": ...	2026-10-18T19:06:30.504798+00:00	156.686885	156.686885
full_cvbench:5	CV-Bench	full_cvbench	5a98e94433d8e4f33cebd320193536d83e32bb6b30d09ef61c8419fed9401ce8	[ "757b95beecebeee91d26d391d1217ad3f77d273702c2dd0bd10b35f301d1cce0" ]	2026-10-18T19:05:10.398193+00:00	qev_decision_index:QEVEngine	ok	{ "model": "/home/kenjo/qev-models/release-local/QEV-2B", "answers": { "answer": { "type": "choice", "choice": "B", "probabilities": { "A": 0.0246112362, "B": 0.9612554635, "C": 0.0088337801, "D": 0.0052995202 } } }, "usage": { "input_tokens": ...	2026-10-18T19:06:30.504831+00:00	619.30868	619.30868
full_cvbench:6	CV-Bench	full_cvbench	c9fbb9146290e4475ea7cccaaae5ba5fc3b9d32c4438a814a3c31298456f740f	[ "47582e289cf6e4de7e00ac91dd8712705586107d97cf92641c0d0acd19a792e7" ]	2026-10-18T19:05:10.398193+00:00	qev_decision_index:QEVEngine	ok	{ "model": "/home/kenjo/qev-models/release-local/QEV-2B", "answers": { "answer": { "type": "choice", "choice": "A", "probabilities": { "A": 0.46268672650000003, "B": 0.13549446710000002, "C": 0.0195550544, "D": 0.3822637521 } } }, "usage": { "i...	2026-10-18T19:06:30.504851+00:00	130.07873	130.07873
full_cvbench:7	CV-Bench	full_cvbench	97d3a8daf74305e6d1c615c5228eb069f09c995c6256ee1c8a0c54a1b81f04be	[ "98e5eb1189752134bf7317338789dcf6d5ce7750fd4b0e2bd0fefbbad1bdd3ef" ]	2026-10-18T19:05:10.398193+00:00	qev_decision_index:QEVEngine	ok	{ "model": "/home/kenjo/qev-models/release-local/QEV-2B", "answers": { "answer": { "type": "choice", "choice": "B", "probabilities": { "A": 0.0049574579, "B": 0.9691978164, "C": 0.0149613778, "D": 0.0108833479 } } }, "usage": { "input_tokens": ...	2026-10-18T19:06:30.504868+00:00	168.324729	168.324729
full_cvbench:8	CV-Bench	full_cvbench	11e5390b3d638abc305b5b10f6b9646cd3baa472f68be076761cce921e95f17a	[ "a8c7bcbd8c6b699df5abc49e4dcb769b4f9bf1e76e4651ce061b2834e5c62153" ]	2026-10-18T19:05:10.398193+00:00	qev_decision_index:QEVEngine	ok	{ "model": "/home/kenjo/qev-models/release-local/QEV-2B", "answers": { "answer": { "type": "choice", "choice": "B", "probabilities": { "A": 0.008251654300000001, "B": 0.9012740817, "C": 0.0806567687, "D": 0.0098174953 } } }, "usage": { "input_t...	2026-10-18T19:06:30.504884+00:00	466.692704	466.692704
full_cvbench:9	CV-Bench	full_cvbench	030914ec210ee4b803a73fe577fbf06d751a827005aa0b8ae22df69ea214f1a7	[ "17b045563bcc180bc2301b15652698c7c3f86bbd3972f7ce37a7f45a6c962b80" ]	2026-10-18T19:05:10.398193+00:00	qev_decision_index:QEVEngine	ok	{ "model": "/home/kenjo/qev-models/release-local/QEV-2B", "answers": { "answer": { "type": "choice", "choice": "C", "probabilities": { "A": 0.023971773800000002, "B": 0.0153510897, "C": 0.8035376109, "D": 0.0637051243, "E": 0.0934344013 } } }...	2026-10-18T19:06:30.504901+00:00	106.722759	106.722759
full_cvbench:10	CV-Bench	full_cvbench	995f5a0ffdd512dd73259109a57552b79f74aa19b07710426b0855b04e5b73d4	[ "57fe58af42fb001b2fe017333afd9b7d52fe91ea2f66fea654823376f69b7053" ]	2026-10-18T19:05:10.398193+00:00	qev_decision_index:QEVEngine	ok	{ "model": "/home/kenjo/qev-models/release-local/QEV-2B", "answers": { "answer": { "type": "choice", "choice": "D", "probabilities": { "A": 0.0059088886, "B": 0.0317992474, "C": 0.006199573000000001, "D": 0.956092291 } } }, "usage": { "input_to...	2026-10-18T19:06:30.504918+00:00	131.755368	131.755368
full_cvbench:11	CV-Bench	full_cvbench	65891722051c23489cb4179f37ce6c6676ecde95da3b8d7afe30c1c36e2536dc	[ "8952b797365239bcb33b1b35dac01ef5f36842fd6a709e9af857724c6ce9a218" ]	2026-10-18T19:05:10.398193+00:00	qev_decision_index:QEVEngine	ok	{ "model": "/home/kenjo/qev-models/release-local/QEV-2B", "answers": { "answer": { "type": "choice", "choice": "B", "probabilities": { "A": 0.033012032000000004, "B": 0.6702288885000001, "C": 0.10539178390000001, "D": 0.1913672955 } } }, "usage": {...	2026-10-18T19:06:30.505055+00:00	232.762675	232.762675
full_cvbench:12	CV-Bench	full_cvbench	b819970170952a8dd4595d7017c08a15b5f61347daf5ce21fe7fe32317b0671f	[ "7c54cfeff1a7d173f865ac0983082d127d1d6174f6fd4b869be241c88a052727" ]	2026-10-18T19:05:10.398193+00:00	qev_decision_index:QEVEngine	ok	{ "model": "/home/kenjo/qev-models/release-local/QEV-2B", "answers": { "answer": { "type": "choice", "choice": "B", "probabilities": { "A": 0.045796199999999995, "B": 0.6201993143, "C": 0.3104246813, "D": 0.0059900381, "E": 0.0175897663 } } }...	2026-10-18T19:06:30.505088+00:00	124.011657	124.011657
full_cvbench:13	CV-Bench	full_cvbench	41874256abfb054b81aa8384ec08662cac2195931deb83cf23ab6f29a95b0c15	[ "0ecafe0ce6e63227c7ddf3415c7149d237be509250f421a4a96fbcffa6d294bc" ]	2026-10-18T19:05:10.398193+00:00	qev_decision_index:QEVEngine	ok	{ "model": "/home/kenjo/qev-models/release-local/QEV-2B", "answers": { "answer": { "type": "choice", "choice": "F", "probabilities": { "A": 0.002526071, "B": 0.012616741, "C": 0.0197527882, "D": 0.0072718354, "E": 0.0047904376, "F": 0.9530421268 ...	2026-10-18T19:06:30.505108+00:00	199.601214	199.601214
full_cvbench:14	CV-Bench	full_cvbench	1fb693107a2976d6c03de2d4cdf2bdd45eeb8e0a4ee06e3c232292c8e5df9055	[ "0b0ed068f8cf2b003786c87a94daf58ad9e65791ba3125792f56c9c6cd40d814" ]	2026-10-18T19:05:10.398193+00:00	qev_decision_index:QEVEngine	ok	{ "model": "/home/kenjo/qev-models/release-local/QEV-2B", "answers": { "answer": { "type": "choice", "choice": "E", "probabilities": { "A": 0.0050179946, "B": 0.0068071555, "C": 0.0042272794, "D": 0.0453095967, "E": 0.9386379738 } } }, "usa...	2026-10-18T19:06:30.505125+00:00	408.020959	408.020959
full_cvbench:15	CV-Bench	full_cvbench	52b072373ae9327272fbfbaf7b9bd1c6b63672d9fd3aba45b93b157999ee7b76	[ "065b9069441c7f35346ab4bccce62fa15e069d0d99bf43daec905eb164bc3492" ]	2026-10-18T19:05:10.398193+00:00	qev_decision_index:QEVEngine	ok	{ "model": "/home/kenjo/qev-models/release-local/QEV-2B", "answers": { "answer": { "type": "choice", "choice": "B", "probabilities": { "A": 0.0832384446, "B": 0.45691382540000003, "C": 0.25649687460000004, "D": 0.074472099, "E": 0.12887875640000002 ...	2026-10-18T19:06:30.505141+00:00	661.900037	661.900037
full_cvbench:16	CV-Bench	full_cvbench	c3452541e0488e3214351694bc0aee3a7256646c9630ef301778c10629c869a4	[ "690c841b61990b3e57cb6e370d83732f87298e558f8def2ef870d0708ff24f2d" ]	2026-10-18T19:05:10.398193+00:00	qev_decision_index:QEVEngine	ok	{ "model": "/home/kenjo/qev-models/release-local/QEV-2B", "answers": { "answer": { "type": "choice", "choice": "D", "probabilities": { "A": 0.0274384529, "B": 0.1029530034, "C": 0.0142068362, "D": 0.8554017075 } } }, "usage": { "input_tokens": ...	2026-10-18T19:06:30.505157+00:00	387.7219	387.7219
full_cvbench:17	CV-Bench	full_cvbench	4f1439a711aa2b6991acb81ac6898ed8ad485808c070d9d4b013e0c7b81c7da6	[ "ddbed72363692d59d919ff10b91d3877700c3d34c6b6d48ef12dd6a2e87843a9" ]	2026-10-18T19:05:10.398193+00:00	qev_decision_index:QEVEngine	ok	{ "model": "/home/kenjo/qev-models/release-local/QEV-2B", "answers": { "answer": { "type": "choice", "choice": "A", "probabilities": { "A": 0.9781768146, "B": 0.0042660064, "C": 0.01214325, "D": 0.0054139291 } } }, "usage": { "input_tokens": 58...	2026-10-18T19:06:30.505171+00:00	165.735966	165.735966
full_cvbench:18	CV-Bench	full_cvbench	d41cbfdfc88abd717003acad48a955e6c077615e162fefa5d7293195ffc37482	[ "2d1a8486b156ac443dc23ab5a79f5ae1bfb103493c8590191f5a5b01213a1181" ]	2026-10-18T19:05:10.398193+00:00	qev_decision_index:QEVEngine	ok	{ "model": "/home/kenjo/qev-models/release-local/QEV-2B", "answers": { "answer": { "type": "choice", "choice": "E", "probabilities": { "A": 0.011962993100000001, "B": 0.0075403760000000005, "C": 0.0072779632, "D": 0.1847126341, "E": 0.7885060336 } ...	2026-10-18T19:06:30.505185+00:00	251.905946	251.905946
full_cvbench:19	CV-Bench	full_cvbench	9ca100313a4c14d410bdb84a9588aab9947b633c8b59af822ed530cc0f6691ef	[ "2dac939476dd25c3557ed48ebe2c0fd15b64410cc7d87982fdbeb2e4fa993fd4" ]	2026-10-18T19:05:10.398193+00:00	qev_decision_index:QEVEngine	ok	{ "model": "/home/kenjo/qev-models/release-local/QEV-2B", "answers": { "answer": { "type": "choice", "choice": "A", "probabilities": { "A": 0.7004203722, "B": 0.0329523633, "C": 0.2339795406, "D": 0.0326477239 } } }, "usage": { "input_tokens": ...	2026-10-18T19:06:30.505214+00:00	224.738108	224.738108
full_cvbench:20	CV-Bench	full_cvbench	f2773aec152281c9174508e49d076cb23b1a3825a472fcd51eae65eb8d626237	[ "bde424004774576075c58d5ea7208989878b28489e142f689512550a79da4c9c" ]	2026-10-18T19:05:10.398193+00:00	qev_decision_index:QEVEngine	ok	{ "model": "/home/kenjo/qev-models/release-local/QEV-2B", "answers": { "answer": { "type": "choice", "choice": "E", "probabilities": { "A": 0.1511462941, "B": 0.055770502000000007, "C": 0.043754514700000004, "D": 0.0207139349, "E": 0.7286147543 } ...	2026-10-18T19:06:30.505246+00:00	253.766736	253.766736
full_cvbench:21	CV-Bench	full_cvbench	2f02edefb207c2c10fa50d5d1c0c37c08491b6dc2fe7241fceef087ae63e2152	[ "b3c163b7ecb08363f7a080fcc461d8835bf26bb10752ff5ebc90b3478f11c1a9" ]	2026-10-18T19:05:10.398193+00:00	qev_decision_index:QEVEngine	ok	{ "model": "/home/kenjo/qev-models/release-local/QEV-2B", "answers": { "answer": { "type": "choice", "choice": "B", "probabilities": { "A": 0.0934556409, "B": 0.5490752806, "C": 0.3111932177, "D": 0.0462758608 } } }, "usage": { "input_tokens": ...	2026-10-18T19:06:30.505270+00:00	427.992791	427.992791
full_cvbench:22	CV-Bench	full_cvbench	65c3c45b7561e7a2cad877561ac6e1fab6b02582705a5ff94de96bdbc6206326	[ "3032317a7da3276f54de90119edd9255e0773e9efde75d193fd19da13e4e48f8" ]	2026-10-18T19:05:10.398193+00:00	qev_decision_index:QEVEngine	ok	{ "model": "/home/kenjo/qev-models/release-local/QEV-2B", "answers": { "answer": { "type": "choice", "choice": "D", "probabilities": { "A": 0.4303061694, "B": 0.018534938600000002, "C": 0.0092834145, "D": 0.5318212773000001, "E": 0.0100542003 } ...	2026-10-18T19:06:30.505508+00:00	97.086645	97.086645
full_cvbench:23	CV-Bench	full_cvbench	444b7f81101e9cedc078476f0faa8b9bcbfbb53f44d70e66dad1bd35eeecc758	[ "b97d876a73b2a535d9feba4e2a4957fb92be7373929e06dd6fc752353af4f5b4" ]	2026-10-18T19:05:10.398193+00:00	qev_decision_index:QEVEngine	ok	{ "model": "/home/kenjo/qev-models/release-local/QEV-2B", "answers": { "answer": { "type": "choice", "choice": "C", "probabilities": { "A": 0.0144793907, "B": 0.0216566017, "C": 0.9544890123, "D": 0.0058704063, "E": 0.0035045891000000003 } } ...	2026-10-18T19:06:30.505556+00:00	89.609762	89.609762
full_cvbench:24	CV-Bench	full_cvbench	402f3eaeea6cb9b015f8f10a2173604b1bf3a3ead7c40bb4d87f48627350db61	[ "1022b0eb6aaa5ecd210cd183bf074fc7737c95f6b30c77ab3ddfe05e6062314d" ]	2026-10-18T19:05:10.398193+00:00	qev_decision_index:QEVEngine	ok	{ "model": "/home/kenjo/qev-models/release-local/QEV-2B", "answers": { "answer": { "type": "choice", "choice": "B", "probabilities": { "A": 0.0026254046000000002, "B": 0.9688423156, "C": 0.0166118087, "D": 0.0075433584, "E": 0.0043771127000000005 }...	2026-10-18T19:06:30.505595+00:00	766.115629	766.115629
full_cvbench:25	CV-Bench	full_cvbench	ba834726aa939cd4eea25a860b086e6847613cc1ea592db7eadb0eb2deea04c8	[ "b2f4287442c6417b44c56c3152f3ec6a258d13b5fce66940938cfd7356343026" ]	2026-10-18T19:05:10.398193+00:00	qev_decision_index:QEVEngine	ok	{ "model": "/home/kenjo/qev-models/release-local/QEV-2B", "answers": { "answer": { "type": "choice", "choice": "B", "probabilities": { "A": 0.0352794705, "B": 0.46831585740000004, "C": 0.0386139219, "D": 0.45779075020000004 } } }, "usage": { "i...	2026-10-18T19:06:30.505629+00:00	629.497325	629.497325
full_cvbench:26	CV-Bench	full_cvbench	02ad5b6dacabc80b9b92f5edf578e80b55706c143794d895c7621d607c2cc55e	[ "24be1176a864c4e71c0280c10c66423a80b1e3ab164b41f768e003cb24e9cb7c" ]	2026-10-18T19:05:10.398193+00:00	qev_decision_index:QEVEngine	ok	{ "model": "/home/kenjo/qev-models/release-local/QEV-2B", "answers": { "answer": { "type": "choice", "choice": "A", "probabilities": { "A": 0.5569201024, "B": 0.009973606900000001, "C": 0.0363204622, "D": 0.0186428145, "E": 0.091059661, "F": 0.28...	2026-10-18T19:06:30.505667+00:00	159.115292	159.115292
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full_cvbench:28	CV-Bench	full_cvbench	7e1cecae5272266107fff1026c24f09a0ac3c815093321d32d17877494f80cbe	[ "c4dc6fd72c3a71992222a84c5989a69a194e692163a69e3dad1594494c06ea7d" ]	2026-10-18T19:05:10.398193+00:00	qev_decision_index:QEVEngine	ok	{ "model": "/home/kenjo/qev-models/release-local/QEV-2B", "answers": { "answer": { "type": "choice", "choice": "D", "probabilities": { "A": 0.0076948508, "B": 0.0175816505, "C": 0.005665208200000001, "D": 0.9690582905 } } }, "usage": { "input_t...	2026-10-18T19:06:30.505728+00:00	235.115979	235.115979
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full_cvbench:39	CV-Bench	full_cvbench	c791e494fb67baceb887b97f3a3fc0d9e469315f0890ecb6e8abb09b897d159f	[ "287debe07a0859586aabf60a5da2ef67fb7f9cd66988ead56bf13e6f34b4575e" ]	2026-10-18T19:05:10.398193+00:00	qev_decision_index:QEVEngine	ok	{ "model": "/home/kenjo/qev-models/release-local/QEV-2B", "answers": { "answer": { "type": "choice", "choice": "E", "probabilities": { "A": 0.20193916720000002, "B": 0.023315353400000002, "C": 0.0678704139, "D": 0.0355241738, "E": 0.6713508918000001 ...	2026-10-18T19:06:30.507309+00:00	199.845123	199.845123
full_cvbench:40	CV-Bench	full_cvbench	8823a95ca4a17d2c11c2c208c4f6400680307d97138866d0ab94556ea2adee39	[ "92d1815ff1d231468cf08faedeb8a9ece3f5128954c03d7aba68ce4f256b79a5" ]	2026-10-18T19:05:10.398193+00:00	qev_decision_index:QEVEngine	ok	{ "model": "/home/kenjo/qev-models/release-local/QEV-2B", "answers": { "answer": { "type": "choice", "choice": "A", "probabilities": { "A": 0.3374254389, "B": 0.1014598365, "C": 0.2042520601, "D": 0.040276248, "E": 0.2585279701, "F": 0.0580584465...	2026-10-18T19:06:30.507330+00:00	160.461009	160.461009
full_cvbench:41	CV-Bench	full_cvbench	a9866c396abf98aaecec7080f2997015df141a1a285548e4c0e59c874de9c111	[ "7bffbace6959d0ac4c9eaf3e50df05af13fdea90fa840378d063ceff55a18fa4" ]	2026-10-18T19:05:10.398193+00:00	qev_decision_index:QEVEngine	ok	{ "model": "/home/kenjo/qev-models/release-local/QEV-2B", "answers": { "answer": { "type": "choice", "choice": "C", "probabilities": { "A": 0.10288062640000001, "B": 0.0407349942, "C": 0.7301126016, "D": 0.1262717779 } } }, "usage": { "input_to...	2026-10-18T19:06:30.507352+00:00	203.588613	203.588613
full_cvbench:42	CV-Bench	full_cvbench	07981cdaa55deb3ad18af2f3a06ed33e6b6770e50e3b75ad395069f1744e9d24	[ "017b5cdfcb76a0ad4f85fa24be2d6485fa3acdaee3a96da9c17f3f0c2f75b451" ]	2026-10-18T19:05:10.398193+00:00	qev_decision_index:QEVEngine	ok	{ "model": "/home/kenjo/qev-models/release-local/QEV-2B", "answers": { "answer": { "type": "choice", "choice": "D", "probabilities": { "A": 0.0773688578, "B": 0.0270803132, "C": 0.2003236026, "D": 0.6952272265 } } }, "usage": { "input_tokens": ...	2026-10-18T19:06:30.507371+00:00	134.486921	134.486921
full_cvbench:43	CV-Bench	full_cvbench	c4ed2b134e24430699c99c72e254323d93cb243c376285a4c8903042137e120a	[ "03ee871327f5bb3307a7e0c8d50efd1650719de4b821ec928c1ab82c16e76bdb" ]	2026-10-18T19:05:10.398193+00:00	qev_decision_index:QEVEngine	ok	{ "model": "/home/kenjo/qev-models/release-local/QEV-2B", "answers": { "answer": { "type": "choice", "choice": "B", "probabilities": { "A": 0.0963366347, "B": 0.7627130292000001, "C": 0.0137527949, "D": 0.1271975412 } } }, "usage": { "input_tok...	2026-10-18T19:06:30.507392+00:00	114.725132	114.725132
full_cvbench:44	CV-Bench	full_cvbench	9063445f06fd200da8740f5896affa2a107caac66f9dd1adc20dec700835587b	[ "bbc1cb99d274161295d8c15e594566ef30286bdf7c1ff784dbef8186897e945d" ]	2026-10-18T19:05:10.398193+00:00	qev_decision_index:QEVEngine	ok	{ "model": "/home/kenjo/qev-models/release-local/QEV-2B", "answers": { "answer": { "type": "choice", "choice": "A", "probabilities": { "A": 0.9585248006, "B": 0.0243192175, "C": 0.006282497000000001, "D": 0.010873484800000001 } } }, "usage": { ...	2026-10-18T19:06:30.507455+00:00	594.23495	594.23495
full_cvbench:45	CV-Bench	full_cvbench	404b2c21b586863342b4c227f6d6753f3906f893d59fee2334dee54b7f29838b	[ "a43ad79bf8f6747094c1bb146fe0f48e9122adb7eea8e3813742f118089ddd30" ]	2026-10-18T19:05:10.398193+00:00	qev_decision_index:QEVEngine	ok	{ "model": "/home/kenjo/qev-models/release-local/QEV-2B", "answers": { "answer": { "type": "choice", "choice": "A", "probabilities": { "A": 0.9549708077, "B": 0.0269646018, "C": 0.0057712487, "D": 0.012293341800000001 } } }, "usage": { "input_t...	2026-10-18T19:06:30.507479+00:00	240.85039	240.85039
full_cvbench:46	CV-Bench	full_cvbench	59630d37fdb7de6700c1cd7b49226535d309050476cc9475dedb0f1bf3c6883d	[ "07b3abc9e4de96d90458337d31348254e90f30fe6a4543228d3d700d5bd1687e" ]	2026-10-18T19:05:10.398193+00:00	qev_decision_index:QEVEngine	ok	{ "model": "/home/kenjo/qev-models/release-local/QEV-2B", "answers": { "answer": { "type": "choice", "choice": "C", "probabilities": { "A": 0.180957421, "B": 0.24770879650000002, "C": 0.5134003739, "D": 0.0579334086 } } }, "usage": { "input_tok...	2026-10-18T19:06:30.507500+00:00	119.537655	119.537655
full_cvbench:47	CV-Bench	full_cvbench	f64e648895b83cbf98b6e2294d118d9ad24269e4e8baeef214e540291e16fd70	[ "cef2da270663b966b0ccd9756a8deb1c38fa8f9fb0534cce8ba066f548235742" ]	2026-10-18T19:05:10.398193+00:00	qev_decision_index:QEVEngine	ok	{ "model": "/home/kenjo/qev-models/release-local/QEV-2B", "answers": { "answer": { "type": "choice", "choice": "A", "probabilities": { "A": 0.9377310132000001, "B": 0.0092974332, "C": 0.0463423387, "D": 0.006629215000000001 } } }, "usage": { "i...	2026-10-18T19:06:30.507521+00:00	124.861402	124.861402
full_cvbench:48	CV-Bench	full_cvbench	a9ef2eb83a2f312239972eba584708ef94f6a1409c2b84c94dfcbfd5a611ef18	[ "85bf874d6969de81dff21710eb1f158d2a9a97c3822ccbcbd45d40c8950511e2" ]	2026-10-18T19:05:10.398193+00:00	qev_decision_index:QEVEngine	ok	{ "model": "/home/kenjo/qev-models/release-local/QEV-2B", "answers": { "answer": { "type": "choice", "choice": "A", "probabilities": { "A": 0.6066030467, "B": 0.2222160175, "C": 0.0403534448, "D": 0.1308274909 } } }, "usage": { "input_tokens": ...	2026-10-18T19:06:30.507610+00:00	143.395089	143.395089
full_cvbench:49	CV-Bench	full_cvbench	26ddd3d87899911907651bbdf879821c7ce5a8a03a0d65274c0f5decdbf0bb33	[ "a733b61544c3e1b5d784496a5a5ff6a01dc8e4d7f3519ee94ba1d5cb273b011e" ]	2026-10-18T19:05:10.398193+00:00	qev_decision_index:QEVEngine	ok	{ "model": "/home/kenjo/qev-models/release-local/QEV-2B", "answers": { "answer": { "type": "choice", "choice": "B", "probabilities": { "A": 0.43494827480000003, "B": 0.5186831110000001, "C": 0.0113142463, "D": 0.021888273700000002, "E": 0.0102465967, ...	2026-10-18T19:06:30.507643+00:00	593.287386	593.287386
full_cvbench:50	CV-Bench	full_cvbench	7a29ebe1a7ebeab341ab7eca34008cbb135ade158e693d679db6c0ab2dbdb330	[ "5212c8b638fbb68169e20b1476d5d5ecb5594c9cf52ba07654148736406c339f" ]	2026-10-18T19:05:10.398193+00:00	qev_decision_index:QEVEngine	ok	{ "model": "/home/kenjo/qev-models/release-local/QEV-2B", "answers": { "answer": { "type": "choice", "choice": "A", "probabilities": { "A": 0.5227500376, "B": 0.01754872, "C": 0.4338190999, "D": 0.014299547800000001, "E": 0.0115825948 } } }, ...	2026-10-18T19:06:30.507667+00:00	193.242743	193.242743
full_cvbench:51	CV-Bench	full_cvbench	9d94af2dfb530aa61341151be208d7254e254eee6ecfd28d997dee553bc6a645	[ "a6dac71f9c9f962c77ca2220b1f695901def7fe76f50cf899ef8e220d038452f" ]	2026-10-18T19:05:10.398193+00:00	qev_decision_index:QEVEngine	ok	{ "model": "/home/kenjo/qev-models/release-local/QEV-2B", "answers": { "answer": { "type": "choice", "choice": "C", "probabilities": { "A": 0.0486865634, "B": 0.36034380990000003, "C": 0.5300038398, "D": 0.0609657869 } } }, "usage": { "input_to...	2026-10-18T19:06:30.507690+00:00	123.554731	123.554731
full_cvbench:52	CV-Bench	full_cvbench	b730729366b57c87e007c2b27cb431ebe984c94c7bb3c3d0be04f4279ea20d00	[ "9cad8484fcedaa902729e91118424264dda2802d28e72424dedd16df9220893d" ]	2026-10-18T19:05:10.398193+00:00	qev_decision_index:QEVEngine	ok	{ "model": "/home/kenjo/qev-models/release-local/QEV-2B", "answers": { "answer": { "type": "choice", "choice": "F", "probabilities": { "A": 0.0835448614, "B": 0.0034361438000000003, "C": 0.010535372900000001, "D": 0.4050059132, "E": 0.013617178700000001,...	2026-10-18T19:06:30.507711+00:00	126.107045	126.107045
full_cvbench:53	CV-Bench	full_cvbench	19be4d28850239d2903642638da78ad9b997644f4c67347e69b332c658085611	[ "7010e43a3972c75d9e275aa7287599b8c15baf5e060a94aa8b6d7eb4f3d30552" ]	2026-10-18T19:05:10.398193+00:00	qev_decision_index:QEVEngine	ok	{ "model": "/home/kenjo/qev-models/release-local/QEV-2B", "answers": { "answer": { "type": "choice", "choice": "B", "probabilities": { "A": 0.0118290172, "B": 0.9651387084, "C": 0.0160702584, "D": 0.0069620160000000006 } } }, "usage": { "input_...	2026-10-18T19:06:30.507733+00:00	111.81388	111.81388
full_cvbench:54	CV-Bench	full_cvbench	2640c937b9d84acaab824e3662e903a83f14e763a714a6707eb4ee79f86f37e8	[ "94c900c28d10bae6ea058cf09d1a255850e4014004552cb1468c6c2b6e775dfb" ]	2026-10-18T19:05:10.398193+00:00	qev_decision_index:QEVEngine	ok	{ "model": "/home/kenjo/qev-models/release-local/QEV-2B", "answers": { "answer": { "type": "choice", "choice": "D", "probabilities": { "A": 0.0141947705, "B": 0.0083831137, "C": 0.0792846219, "D": 0.8981374939000001 } } }, "usage": { "input_tok...	2026-10-18T19:06:30.507798+00:00	579.102533	579.102533
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full_cvbench:73	CV-Bench	full_cvbench	9845d4eca84b2f0428a9db4f31485fddee6b7c215d62ef861e180dc5e94f0ed5	[ "71806b457dca9300cc63decfb8584cc2890bf35ba5af0f4b3e3ad99ba9ec86c5" ]	2026-10-18T19:05:10.398193+00:00	qev_decision_index:QEVEngine	ok	{ "model": "/home/kenjo/qev-models/release-local/QEV-2B", "answers": { "answer": { "type": "choice", "choice": "F", "probabilities": { "A": 0.0033890247000000003, "B": 0.018425251400000002, "C": 0.0062349967, "D": 0.0146552625, "E": 0.0018864608, ...	2026-10-18T19:06:30.508381+00:00	100.618755	100.618755
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full_cvbench:75	CV-Bench	full_cvbench	ee0289ad1ff39f94c6c2d00c6a2f3de696f251120e9c677da64a229aca5a4fee	[ "d3cbeba7824289827b05fcaef97178c2887f73e6a6885538dc035a437911d8ed" ]	2026-10-18T19:05:10.398193+00:00	qev_decision_index:QEVEngine	ok	{ "model": "/home/kenjo/qev-models/release-local/QEV-2B", "answers": { "answer": { "type": "choice", "choice": "D", "probabilities": { "A": 0.0047706077, "B": 0.0141460699, "C": 0.0110743008, "D": 0.9700090217 } } }, "usage": { "input_tokens": ...	2026-10-18T19:06:30.508423+00:00	196.072523	196.072523
full_cvbench:76	CV-Bench	full_cvbench	c681fa0018f3216d754be06272fd6aecf34b970f78967c280b11b93251cfad73	[ "26d4eeec1c1622c39a4ea7fa0996003d8d68d26f537546654deb624f26f4a3b8" ]	2026-10-18T19:05:10.398193+00:00	qev_decision_index:QEVEngine	ok	{ "model": "/home/kenjo/qev-models/release-local/QEV-2B", "answers": { "answer": { "type": "choice", "choice": "C", "probabilities": { "A": 0.0070234744, "B": 0.0057310017, "C": 0.9373841017000001, "D": 0.036812046, "E": 0.0021155817, "F": 0.0109...	2026-10-18T19:06:30.508445+00:00	125.288531	125.288531
full_cvbench:77	CV-Bench	full_cvbench	de08f4808888611849eb2a04da6c82ac5fae3522d76c995d63fb94fbca330c33	[ "4a93e86c2abd89f589716078f6333876289871c62b57c01aab9e19bc623dc797" ]	2026-10-18T19:05:10.398193+00:00	qev_decision_index:QEVEngine	ok	{ "model": "/home/kenjo/qev-models/release-local/QEV-2B", "answers": { "answer": { "type": "choice", "choice": "C", "probabilities": { "A": 0.3496391182, "B": 0.0152850604, "C": 0.6148999414, "D": 0.02017588 } } }, "usage": { "input_tokens": 17...	2026-10-18T19:06:30.508478+00:00	108.568917	108.568917
full_cvbench:78	CV-Bench	full_cvbench	c62bea61a86af0839e43eecdc9178d04e7c6e2d5adcd6abcd156be7dd178a2a8	[ "fe577c61fa4c7d71a777965947130d583761f368ecd3e898411a75ecbb4cdcb7" ]	2026-10-18T19:05:10.398193+00:00	qev_decision_index:QEVEngine	ok	{ "model": "/home/kenjo/qev-models/release-local/QEV-2B", "answers": { "answer": { "type": "choice", "choice": "C", "probabilities": { "A": 0.0452361014, "B": 0.0943739974, "C": 0.38734208140000004, "D": 0.11815029120000001, "E": 0.1397934613, "F...	2026-10-18T19:06:30.508498+00:00	131.068411	131.068411
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full_cvbench:80	CV-Bench	full_cvbench	8c3db7192d07b6c94292e9de29fa8f51952c0a195b408494d5201697a7229beb	[ "63558be712dea2b385640d44085a1b21c4ef2305bf42bfef42b76af006b09b8d" ]	2026-10-18T19:05:10.398193+00:00	qev_decision_index:QEVEngine	ok	{ "model": "/home/kenjo/qev-models/release-local/QEV-2B", "answers": { "answer": { "type": "choice", "choice": "D", "probabilities": { "A": 0.009866141200000001, "B": 0.0071901917, "C": 0.005272455200000001, "D": 0.9776712119000001 } } }, "usage": ...	2026-10-18T19:06:30.508595+00:00	156.035984	156.035984
full_cvbench:81	CV-Bench	full_cvbench	eb0f57bcabef8557a7a64df64a86985fec8ca0a937c17d79f9bd8bf1df7db366	[ "b1369aa9690801e9b187bfd29ed082f412288a9e583cd6252a50dcaf41b87b87" ]	2026-10-18T19:05:10.398193+00:00	qev_decision_index:QEVEngine	ok	{ "model": "/home/kenjo/qev-models/release-local/QEV-2B", "answers": { "answer": { "type": "choice", "choice": "C", "probabilities": { "A": 0.059510679500000004, "B": 0.0298331629, "C": 0.8872643924, "D": 0.0233917652 } } }, "usage": { "input_t...	2026-10-18T19:06:30.508662+00:00	131.222474	131.222474
full_cvbench:82	CV-Bench	full_cvbench	e6288b1dd42025dd07bb078342f91d3551f531466e4e29bffaeb47ccd052ae77	[ "2241635cf87c1f5332928e90d498fc454cff8c71af7b7bbd29916e03b0845a02" ]	2026-10-18T19:05:10.398193+00:00	qev_decision_index:QEVEngine	ok	{ "model": "/home/kenjo/qev-models/release-local/QEV-2B", "answers": { "answer": { "type": "choice", "choice": "D", "probabilities": { "A": 0.0929264202, "B": 0.318198919, "C": 0.0255524572, "D": 0.4530083831, "E": 0.1000171303, "F": 0.0102966903...	2026-10-18T19:06:30.508698+00:00	109.282686	109.282686
full_cvbench:83	CV-Bench	full_cvbench	72db72163a13955a4aaab85f73519e8d68167a215bc3ea2357f7d93bcd986f1e	[ "117de16bc6a8ee00858afbcfdc5b0ce25449231c76bdc0b3f755b830cee3ea2a" ]	2026-10-18T19:05:10.398193+00:00	qev_decision_index:QEVEngine	ok	{ "model": "/home/kenjo/qev-models/release-local/QEV-2B", "answers": { "answer": { "type": "choice", "choice": "B", "probabilities": { "A": 0.0175834955, "B": 0.9609074839, "C": 0.0154536277, "D": 0.0060553929000000005 } } }, "usage": { "input_...	2026-10-18T19:06:30.508745+00:00	285.374503	285.374503
full_cvbench:84	CV-Bench	full_cvbench	e252e9180edfa13384432a79f45bca7d068b1110ed8df4f7661104550f86bee1	[ "a8e0059d0aa14a4454f981a18c5d76a8196cbda216dfa11be5551197c5213ea3" ]	2026-10-18T19:05:10.398193+00:00	qev_decision_index:QEVEngine	ok	{ "model": "/home/kenjo/qev-models/release-local/QEV-2B", "answers": { "answer": { "type": "choice", "choice": "C", "probabilities": { "A": 0.0104642728, "B": 0.022137892200000002, "C": 0.9515043807, "D": 0.015893454300000002 } } }, "usage": { ...	2026-10-18T19:06:30.508778+00:00	626.635123	626.635123
full_cvbench:85	CV-Bench	full_cvbench	e6377cf3d6f60b40d801b5e25c8a07b9201c594dcee2e36f084751a98ca348ce	[ "69f4337a2d2ecfdbc81490e9722391ac9d9cfd1f8c0ce81baab2ff44dc8eb0a1" ]	2026-10-18T19:05:10.398193+00:00	qev_decision_index:QEVEngine	ok	{ "model": "/home/kenjo/qev-models/release-local/QEV-2B", "answers": { "answer": { "type": "choice", "choice": "B", "probabilities": { "A": 0.0108197806, "B": 0.5234039416, "C": 0.0090520819, "D": 0.4567241958 } } }, "usage": { "input_tokens": ...	2026-10-18T19:06:30.508801+00:00	93.69091	93.69091
full_cvbench:86	CV-Bench	full_cvbench	4cff4c9512f3638460ef50d3dd251dd1d54939a4570f1c361f04b9ebc94914f3	[ "69a69cdda272cdff47b58bdfec93a421bb9271031a9a80357edee823c85f7e4c" ]	2026-10-18T19:05:10.398193+00:00	qev_decision_index:QEVEngine	ok	{ "model": "/home/kenjo/qev-models/release-local/QEV-2B", "answers": { "answer": { "type": "choice", "choice": "D", "probabilities": { "A": 0.0119600945, "B": 0.0867709717, "C": 0.3157784851, "D": 0.5854904488 } } }, "usage": { "input_tokens": ...	2026-10-18T19:06:30.508823+00:00	290.540638	290.540638
full_cvbench:87	CV-Bench	full_cvbench	6a7703cf87062dec06f6b2d0c1d4f912551eaf75e27ab73b61d213a8bbcd12e1	[ "ee0e4d533e7cce452d8a1e7a8a85d774632ce2b26f9ed2fbd48e117c1461616d" ]	2026-10-18T19:05:10.398193+00:00	qev_decision_index:QEVEngine	ok	{ "model": "/home/kenjo/qev-models/release-local/QEV-2B", "answers": { "answer": { "type": "choice", "choice": "D", "probabilities": { "A": 0.041550861200000004, "B": 0.0299002464, "C": 0.018326041, "D": 0.8992763463000001, "E": 0.0109465051 } ...	2026-10-18T19:06:30.508844+00:00	99.293255	99.293255
full_cvbench:88	CV-Bench	full_cvbench	e650d7e57481689af8f5daa81ae4d34e150e5494e1172541aed397a0d76549aa	[ "d5887faec5da58a1ceb4980a84189eafb5e1566961279ca56fb3303db68cb126" ]	2026-10-18T19:05:10.398193+00:00	qev_decision_index:QEVEngine	ok	{ "model": "/home/kenjo/qev-models/release-local/QEV-2B", "answers": { "answer": { "type": "choice", "choice": "E", "probabilities": { "A": 0.0345009697, "B": 0.0142575449, "C": 0.3606797272, "D": 0.017141620700000002, "E": 0.5734201376 } } }...	2026-10-18T19:06:30.508887+00:00	76.839827	76.839827
full_cvbench:89	CV-Bench	full_cvbench	64770fc57751d3c8cb958bec04befe15669f45ccd24ba71faf086600d8bd473b	[ "e115fb03fac3a79d075d96d561d4055dccdded46c5f076278aa3ec2cb52c1bf7" ]	2026-10-18T19:05:10.398193+00:00	qev_decision_index:QEVEngine	ok	{ "model": "/home/kenjo/qev-models/release-local/QEV-2B", "answers": { "answer": { "type": "choice", "choice": "B", "probabilities": { "A": 0.38336556600000005, "B": 0.4840044686, "C": 0.1026288187, "D": 0.0300011468 } } }, "usage": { "input_to...	2026-10-18T19:06:30.508908+00:00	92.790179	92.790179
full_cvbench:90	CV-Bench	full_cvbench	5aaf285ca319c3c4e38b738b08c74c6a4b0418a0ab03d58fe9ba0a3ebd396963	[ "fa05ca6679e58ffd43598c443a57cec81c2f332ead6e46e9205ba2d607b00395" ]	2026-10-18T19:05:10.398193+00:00	qev_decision_index:QEVEngine	ok	{ "model": "/home/kenjo/qev-models/release-local/QEV-2B", "answers": { "answer": { "type": "choice", "choice": "A", "probabilities": { "A": 0.5097983962, "B": 0.09647260390000001, "C": 0.0318859995, "D": 0.06595645700000001, "E": 0.0419231979, "F...	2026-10-18T19:06:30.508930+00:00	566.262847	566.262847
full_cvbench:91	CV-Bench	full_cvbench	e49f3a4c840c06dbad719518738d6540bea7966e811afa21e73160ac6f1bed27	[ "68b200c060ae70c877e3584ae14d32de3dcaa0d8da9993dbd1a7413da9dd63fb" ]	2026-10-18T19:05:10.398193+00:00	qev_decision_index:QEVEngine	ok	{ "model": "/home/kenjo/qev-models/release-local/QEV-2B", "answers": { "answer": { "type": "choice", "choice": "A", "probabilities": { "A": 0.6748078615, "B": 0.042098798800000004, "C": 0.1917892568, "D": 0.0151689136, "E": 0.0650563421, "F": 0.0...	2026-10-18T19:06:30.508951+00:00	79.518723	79.518723
full_cvbench:92	CV-Bench	full_cvbench	ba1a2a986fc24bd24dd733b1ab8b0737996e3e24b443c3ad914de279eaef7584	[ "1659d0e51dd1b4b9cb110b23cecdd7e868fb302d96a7bf4b46c94f1b62fffeb9" ]	2026-10-18T19:05:10.398193+00:00	qev_decision_index:QEVEngine	ok	{ "model": "/home/kenjo/qev-models/release-local/QEV-2B", "answers": { "answer": { "type": "choice", "choice": "D", "probabilities": { "A": 0.009797825900000001, "B": 0.1188280483, "C": 0.0341449282, "D": 0.4337338391, "E": 0.4034953584 } } }...	2026-10-18T19:06:30.508972+00:00	118.093659	118.093659
full_cvbench:93	CV-Bench	full_cvbench	be6ee9ef7aff56a0936865e428fd07fac0e9cf64955bda53144d7abb7a6d4df5	[ "4f6e727e280027ac92d4cc11128a06b16340c3e14b36d319cfca2f9f47966d76" ]	2026-10-18T19:05:10.398193+00:00	qev_decision_index:QEVEngine	ok	{ "model": "/home/kenjo/qev-models/release-local/QEV-2B", "answers": { "answer": { "type": "choice", "choice": "A", "probabilities": { "A": 0.5500456172, "B": 0.36053765320000003, "C": 0.015076812600000001, "D": 0.0079765656, "E": 0.0630803341, "...	2026-10-18T19:06:30.508994+00:00	555.171966	555.171966
full_cvbench:94	CV-Bench	full_cvbench	9352631caa80492ca4bc07e1d46fb01511dac0218a5484c11b1102df0163eac8	[ "384d274c919e5e2ac77d912810ea7355489bddbf6b148a97a7df59e851a37b0f" ]	2026-10-18T19:05:10.398193+00:00	qev_decision_index:QEVEngine	ok	{ "model": "/home/kenjo/qev-models/release-local/QEV-2B", "answers": { "answer": { "type": "choice", "choice": "E", "probabilities": { "A": 0.2488770959, "B": 0.1428682905, "C": 0.0424597033, "D": 0.0962785849, "E": 0.31542336190000003, "F": 0.15...	2026-10-18T19:06:30.509016+00:00	77.330864	77.330864
full_cvbench:95	CV-Bench	full_cvbench	b1db8135198765bfdfc4703df697e2adf1e49ec0620e859040d41189d2033a03	[ "23533a047a46806c472cbd9dbfe6b7e1de51d8ff41ce10f19550d903dd7f669a" ]	2026-10-18T19:05:10.398193+00:00	qev_decision_index:QEVEngine	ok	{ "model": "/home/kenjo/qev-models/release-local/QEV-2B", "answers": { "answer": { "type": "choice", "choice": "F", "probabilities": { "A": 0.0286254227, "B": 0.4693640095, "C": 0.0081994639, "D": 0.0049814285, "E": 0.0024169807000000002, "F": 0....	2026-10-18T19:06:30.509037+00:00	238.091369	238.091369
full_cvbench:96	CV-Bench	full_cvbench	74755996aa312dd353d754cbab4bf98858287194c6e7dfdad19d2b615b9010ae	[ "7e064eac89ab231fd3ae14874716b35d4467937b9e10fa66ad02b5be3b69a5ae" ]	2026-10-18T19:05:10.398193+00:00	qev_decision_index:QEVEngine	ok	{ "model": "/home/kenjo/qev-models/release-local/QEV-2B", "answers": { "answer": { "type": "choice", "choice": "A", "probabilities": { "A": 0.5004662574000001, "B": 0.1586899107, "C": 0.06985186460000001, "D": 0.27099196740000003 } } }, "usage": { ...	2026-10-18T19:06:30.509058+00:00	75.659992	75.659992
full_cvbench:97	CV-Bench	full_cvbench	78751b79cdc0ee3ec43a98115d0b0d6ea6594620388eb877b550571d19644b98	[ "3cf22a3a424b2b528ae0c4c1adc75cfbd07a413c03e9d489c7219e1070272187" ]	2026-10-18T19:05:10.398193+00:00	qev_decision_index:QEVEngine	ok	{ "model": "/home/kenjo/qev-models/release-local/QEV-2B", "answers": { "answer": { "type": "choice", "choice": "A", "probabilities": { "A": 0.7478423457000001, "B": 0.2128084527, "C": 0.0129188081, "D": 0.0264303936 } } }, "usage": { "input_tok...	2026-10-18T19:06:30.509078+00:00	117.626242	117.626242
full_cvbench:98	CV-Bench	full_cvbench	f8aac2ab808e7c2bbf83d08de5246b16edd125e9a7568f9d567b4d3a76e8f92e	[ "522a8c5a529b8d20c7156d7afdcb866da9e3ea85f1b2541596d85bf0b99652a4" ]	2026-10-18T19:05:10.398193+00:00	qev_decision_index:QEVEngine	ok	{ "model": "/home/kenjo/qev-models/release-local/QEV-2B", "answers": { "answer": { "type": "choice", "choice": "B", "probabilities": { "A": 0.0017321044, "B": 0.9813569479, "C": 0.0036611642000000002, "D": 0.0077601627, "E": 0.0054896209000000005 }...	2026-10-18T19:06:30.509099+00:00	73.251191	73.251191
full_cvbench:99	CV-Bench	full_cvbench	d7b1e6f35d57c01bffbaf81784a1a22d7faba598ef8a6cdd39a3999a57c9060c	[ "ed180bcd855dc0e120f840a378fb8a912a2963846b4d80a92d529799d86573c4" ]	2026-10-18T19:05:10.398193+00:00	qev_decision_index:QEVEngine	ok	{ "model": "/home/kenjo/qev-models/release-local/QEV-2B", "answers": { "answer": { "type": "choice", "choice": "D", "probabilities": { "A": 0.0047813325, "B": 0.014493696, "C": 0.0232649436, "D": 0.9266385215, "E": 0.021487305800000002, "F": 0.00...	2026-10-18T19:06:30.509137+00:00	521.348992	521.348992

End of preview. Expand in Data Studio

QEV Decision Index results

Run records for the JEV Decision Index vision board (edition 0.3.2, public part) submissions of QEV-2B and QEV-0.8B. All scores are self-scored with the public kit.

Model	Public vision index	95% bootstrap interval	Run
QEV-2B	61.99	60.63 to 63.34	`runs/qev-2b-vision`
QEV-0.8B	53.02	51.51 to 54.59	`runs/qev-0.8b-vision`

Each run directory holds the kit's output exactly as written by the run: results.jsonl, vision-scores.json, environment.json and status.json. Both runs are complete (12,210 of 12,210 rows, no unsupported or errored rows). They loaded the release files from a local directory that is identical to the Hub repositories, so environment.json shows a local path rather than a Hub id.

results.jsonl holds run ids, payload and image hashes, the chosen option, option probabilities and timings. It holds no question text and no images; the benchmark data stays with the kit and its sources.

Engine

qev_decision_index:QEVEngine from ken-jo/qev, options model=ken-jo/QEV-2B (or ken-jo/QEV-0.8B) and mode=accurate:

python -m pip install "qev @ git+https://github.com/ken-jo/qev@37b0283ed8af354392eaf228d954160604f5ad25" "decision-index[vision]"
decision-index vision pipeline --dir work/vision \
    --engine qev_decision_index:QEVEngine \
    --option model=ken-jo/QEV-2B --option mode=accurate \
    --out runs/qev-2b-vision

Reports

reports/QEV-technical-report.pdf: the technical report (architecture, training, evaluation protocol, calibration, speed, ablations, limitations).
reports/contamination-QEV-*-release.json: training images checked against the suite's images (perceptual hash plus pixel check); flagged ids and the index with those rows removed (61.99 to 62.09 for QEV-2B, 53.02 to 53.03 for QEV-0.8B). contamination-audit-20261018.json is the underlying image audit.
reports/bootstrap-cluster.json: 95% intervals with rows that share an image resampled together (2,000 replicates); QEV-2B 60.59 to 63.43, QEV-0.8B 51.36 to 54.56.
reports/calibration-QEV-*.json: per-question-type temperatures and abstain thresholds, fitted on internal development data, not on any benchmark row.
reports/latency-QEV-*.json: release-loader latency on one RTX 4060 Ti 8 GB, batch 1.

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Calibrated single-pass multimodal decision models on Qwen3.5: option probabilities in one forward pass, no generated tokens. • 3 items • Updated 15 days ago