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"LiquidAI/LFM2.5-VL-1.6B": {
"verdict": "correct",
"score": 1,
"reason": "The sig... | ||
1,173 | 640 | 640 | [] | [
{
"detection_idx": 0,
"per_judge": {
"google/gemma-4-E4B-it": {
"verdict": "correct",
"score": 0.95,
"reason": "The box correctly identifies a triangular/diamond WARNING sign with a walking-person symbol, which matches the ped_crossing definition."
},
"LiquidAI/LFM2... | ||
918 | 640 | 640 | [
{
"bbox": [
234,
176,
496,
464
],
"label": "do_not_turn_r",
"sub_label": ""
}
] | [
{
"detection_idx": 0,
"per_judge": {
"google/gemma-4-E4B-it": {
"verdict": "correct",
"score": 0.98,
"reason": "The box correctly identifies the 'do not turn r' sign."
},
"LiquidAI/LFM2.5-VL-1.6B": {
"verdict": "correct",
"score": 1,
"reason"... | ||
1,304 | 640 | 640 | [] | [
{
"detection_idx": 0,
"per_judge": {
"google/gemma-4-E4B-it": {
"verdict": "correct",
"score": 0.95,
"reason": "The box correctly identifies the triangular warning sign for a pedestrian crossing."
},
"LiquidAI/LFM2.5-VL-1.6B": {
"verdict": "incorrect",
... | ||
881 | 640 | 640 | [] | [
{
"detection_idx": 0,
"per_judge": {
"google/gemma-4-E4B-it": {
"verdict": "correct",
"score": 0.95,
"reason": "The box correctly identifies a yellow diamond-shaped warning sign."
},
"LiquidAI/LFM2.5-VL-1.6B": {
"verdict": "incorrect",
"score": 0,
... | ||
1,149 | 640 | 640 | [
{
"bbox": [
292,
414,
472,
529
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"label": "green_light",
"sub_label": ""
}
] | [
{
"detection_idx": 0,
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"google/gemma-4-E4B-it": {
"verdict": "correct",
"score": 0.95,
"reason": "The box correctly identifies the green light illuminated in the traffic signal."
},
"LiquidAI/LFM2.5-VL-1.6B": {
"verdict": "correct",
"sc... | ||
1,129 | 640 | 640 | [] | [
{
"detection_idx": 0,
"per_judge": {
"google/gemma-4-E4B-it": {
"verdict": "correct",
"score": 0.95,
"reason": "The box correctly identifies the bus stop sign."
},
"LiquidAI/LFM2.5-VL-1.6B": {
"verdict": "incorrect",
"score": 0.95,
"reason": ... | ||
570 | 640 | 640 | [] | [
{
"detection_idx": 0,
"per_judge": {
"google/gemma-4-E4B-it": {
"verdict": "correct",
"score": 0.95,
"reason": "The box correctly identifies a traffic light sign where no single lamp is clearly lit."
},
"LiquidAI/LFM2.5-VL-1.6B": {
"verdict": "incorrect",
... | ||
206 | 640 | 640 | [] | [
{
"detection_idx": 0,
"per_judge": {
"google/gemma-4-E4B-it": {
"verdict": "correct",
"score": 0.95,
"reason": "The box correctly identifies the 'signal ahead' sign, which fits the definition of traffic_light."
},
"LiquidAI/LFM2.5-VL-1.6B": {
"verdict": "inc... | ||
505 | 640 | 640 | [] | [
{
"detection_idx": 0,
"per_judge": {
"google/gemma-4-E4B-it": {
"verdict": "correct",
"score": 0.98,
"reason": "The box correctly encloses a 'do not enter' sign, which is a red circle with a white horizontal bar."
},
"LiquidAI/LFM2.5-VL-1.6B": {
"verdict": "... | ||
577 | 640 | 640 | [] | [
{
"detection_idx": 0,
"per_judge": {
"google/gemma-4-E4B-it": {
"verdict": "correct",
"score": 0.98,
"reason": "The sign clearly indicates to enter the left lane with a left-pointing arrow."
},
"LiquidAI/LFM2.5-VL-1.6B": {
"verdict": "incorrect",
"sc... | ||
236 | 640 | 640 | [] | [
{
"detection_idx": 0,
"per_judge": {
"google/gemma-4-E4B-it": {
"verdict": "correct",
"score": 0.95,
"reason": "The box correctly identifies the 'signal ahead' sign, which fits the definition of traffic_light."
},
"LiquidAI/LFM2.5-VL-1.6B": {
"verdict": "inc... | ||
912 | 640 | 640 | [
{
"bbox": [
478,
158,
529,
209
],
"label": "red_light",
"sub_label": ""
}
] | [
{
"detection_idx": 0,
"per_judge": {
"google/gemma-4-E4B-it": {
"verdict": "correct",
"score": 0.95,
"reason": "The box correctly identifies the illuminated red light in the traffic signal."
},
"LiquidAI/LFM2.5-VL-1.6B": {
"verdict": "correct",
"scor... | ||
177 | 640 | 640 | [] | [
{
"detection_idx": 0,
"per_judge": {
"google/gemma-4-E4B-it": {
"verdict": "correct",
"score": 0.98,
"reason": "The box correctly contains a 'do not u turn' sign."
},
"LiquidAI/LFM2.5-VL-1.6B": {
"verdict": "incorrect",
"score": 0.95,
"reason... | ||
635 | 640 | 640 | [] | [
{
"detection_idx": 0,
"per_judge": {
"google/gemma-4-E4B-it": {
"verdict": "incorrect",
"score": 1,
"reason": "The object in the box is a triangular warning sign, not the blue/white rectangular sign defined for ped_zebra_cross."
},
"LiquidAI/LFM2.5-VL-1.6B": {
... | ||
1,303 | 640 | 640 | [] | [
{
"detection_idx": 0,
"per_judge": {
"google/gemma-4-E4B-it": {
"verdict": "correct",
"score": 0.95,
"reason": "The box correctly identifies a 'do not stop' sign."
},
"LiquidAI/LFM2.5-VL-1.6B": {
"verdict": "incorrect",
"score": 0,
"reason": ... | ||
698 | 640 | 640 | [] | [
{
"detection_idx": 0,
"per_judge": {
"google/gemma-4-E4B-it": {
"verdict": "correct",
"score": 0.95,
"reason": "The box correctly identifies the triangular pedestrian crossing warning sign."
},
"LiquidAI/LFM2.5-VL-1.6B": {
"verdict": "incorrect",
"sc... | ||
53 | 640 | 640 | [] | [
{
"detection_idx": 0,
"per_judge": {
"google/gemma-4-E4B-it": {
"verdict": "incorrect",
"score": 1,
"reason": "The sign shown is a triangular warning sign, not the blue/white rectangular sign defined for ped_zebra_cross."
},
"LiquidAI/LFM2.5-VL-1.6B": {
"ver... | ||
426 | 640 | 640 | [] | [
{
"detection_idx": 0,
"per_judge": {
"google/gemma-4-E4B-it": {
"verdict": "correct",
"score": 0.95,
"reason": "The box correctly identifies the triangular pedestrian crossing warning sign."
},
"LiquidAI/LFM2.5-VL-1.6B": {
"verdict": "incorrect",
"sc... | ||
1,009 | 640 | 640 | [
{
"bbox": [
241,
136,
354,
309
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"label": "do_not_enter",
"sub_label": ""
}
] | [
{
"detection_idx": 0,
"per_judge": {
"google/gemma-4-E4B-it": {
"verdict": "correct",
"score": 0.95,
"reason": "The box correctly encloses a 'do not enter' sign, which is a red circle with a white horizontal bar."
},
"LiquidAI/LFM2.5-VL-1.6B": {
"verdict": "... | ||
629 | 640 | 640 | [
{
"bbox": [
186,
349,
320,
457
],
"label": "green_light",
"sub_label": ""
}
] | [
{
"detection_idx": 0,
"per_judge": {
"google/gemma-4-E4B-it": {
"verdict": "correct",
"score": 0.95,
"reason": "The box correctly identifies the green light illuminated in the traffic signal."
},
"LiquidAI/LFM2.5-VL-1.6B": {
"verdict": "correct",
"sc... | ||
860 | 640 | 640 | [
{
"bbox": [
0,
112,
69,
314
],
"label": "green_light",
"sub_label": ""
},
{
"bbox": [
290,
128,
362,
323
],
"label": "green_light",
"sub_label": ""
}
] | [
{
"detection_idx": 0,
"per_judge": {
"google/gemma-4-E4B-it": {
"verdict": "correct",
"score": 0.95,
"reason": "The box correctly identifies a traffic signal with a lit green light."
},
"LiquidAI/LFM2.5-VL-1.6B": {
"verdict": "correct",
"score": 1,
... | ||
1,197 | 640 | 640 | [
{
"bbox": [
240,
147,
416,
448
],
"label": "do_not_turn_l",
"sub_label": ""
}
] | [
{
"detection_idx": 0,
"per_judge": {
"google/gemma-4-E4B-it": {
"verdict": "correct",
"score": 0.98,
"reason": "The box correctly identifies the 'do not turn left' sign."
},
"LiquidAI/LFM2.5-VL-1.6B": {
"verdict": "correct",
"score": 1,
"reas... | ||
488 | 640 | 640 | [
{
"bbox": [
128,
86,
374,
330
],
"label": "do_not_turn_r",
"sub_label": ""
}
] | [
{
"detection_idx": 0,
"per_judge": {
"google/gemma-4-E4B-it": {
"verdict": "correct",
"score": 0.95,
"reason": "The box correctly contains a 'do not turn right' sign."
},
"LiquidAI/LFM2.5-VL-1.6B": {
"verdict": "correct",
"score": 1,
"reason"... | ||
1,020 | 640 | 640 | [] | [
{
"detection_idx": 0,
"per_judge": {
"google/gemma-4-E4B-it": {
"verdict": "correct",
"score": 0.95,
"reason": "The box correctly encloses a traffic light where no single lamp color is clearly lit."
},
"LiquidAI/LFM2.5-VL-1.6B": {
"verdict": "incorrect",
... | ||
183 | 640 | 640 | [
{
"bbox": [
250,
164,
310,
438
],
"label": "parking",
"sub_label": ""
}
] | [
{
"detection_idx": 0,
"per_judge": {
"google/gemma-4-E4B-it": {
"verdict": "correct",
"score": 0.95,
"reason": "The box correctly identifies the parking sign."
},
"LiquidAI/LFM2.5-VL-1.6B": {
"verdict": "correct",
"score": 1,
"reason": "The s... | ||
1,242 | 640 | 640 | [
{
"bbox": [
165,
178,
450,
450
],
"label": "do_not_turn_r",
"sub_label": ""
}
] | [
{
"detection_idx": 0,
"per_judge": {
"google/gemma-4-E4B-it": {
"verdict": "correct",
"score": 0.98,
"reason": "The box correctly identifies the 'do not turn right' sign."
},
"LiquidAI/LFM2.5-VL-1.6B": {
"verdict": "correct",
"score": 1,
"rea... | ||
194 | 640 | 640 | [] | [
{
"detection_idx": 0,
"per_judge": {
"google/gemma-4-E4B-it": {
"verdict": "correct",
"score": 0.95,
"reason": "The box correctly identifies a 'no parking' sign."
},
"LiquidAI/LFM2.5-VL-1.6B": {
"verdict": "incorrect",
"score": 0,
"reason": "... | ||
526 | 640 | 640 | [] | [
{
"detection_idx": 0,
"per_judge": {
"google/gemma-4-E4B-it": {
"verdict": "correct",
"score": 0.98,
"reason": "The box correctly identifies the 'do not enter' sign."
},
"LiquidAI/LFM2.5-VL-1.6B": {
"verdict": "incorrect",
"score": 0,
"reason... | ||
63 | 640 | 640 | [] | [
{
"detection_idx": 0,
"per_judge": {
"google/gemma-4-E4B-it": {
"verdict": "correct",
"score": 0.95,
"reason": "The box correctly identifies a yellow diamond-shaped warning sign with a black symbol."
},
"LiquidAI/LFM2.5-VL-1.6B": {
"verdict": "incorrect",
... | ||
355 | 640 | 640 | [
{
"bbox": [
227,
118,
592,
618
],
"label": "railway_crossing",
"sub_label": ""
}
] | [
{
"detection_idx": 0,
"per_judge": {
"google/gemma-4-E4B-it": {
"verdict": "correct",
"score": 0.95,
"reason": "The box correctly identifies the railway crossing warning sign."
},
"LiquidAI/LFM2.5-VL-1.6B": {
"verdict": "correct",
"score": 0.95,
... | ||
1,338 | 640 | 640 | [
{
"bbox": [
299,
144,
397,
395
],
"label": "stop",
"sub_label": ""
}
] | [
{
"detection_idx": 0,
"per_judge": {
"google/gemma-4-E4B-it": {
"verdict": "correct",
"score": 0.98,
"reason": "The box correctly identifies the stop sign."
},
"LiquidAI/LFM2.5-VL-1.6B": {
"verdict": "correct",
"score": 1,
"reason": "The obje... | ||
457 | 640 | 640 | [] | [
{
"detection_idx": 0,
"per_judge": {
"google/gemma-4-E4B-it": {
"verdict": "correct",
"score": 0.95,
"reason": "The box correctly identifies the triangular pedestrian crossing warning sign."
},
"LiquidAI/LFM2.5-VL-1.6B": {
"verdict": "incorrect",
"sc... | ||
673 | 640 | 640 | [
{
"bbox": [
221,
508,
306,
605
],
"label": "green_light",
"sub_label": ""
}
] | [
{
"detection_idx": 0,
"per_judge": {
"google/gemma-4-E4B-it": {
"verdict": "correct",
"score": 0.95,
"reason": "The box correctly identifies the lit green light."
},
"LiquidAI/LFM2.5-VL-1.6B": {
"verdict": "correct",
"score": 1,
"reason": "Th... | ||
297 | 640 | 640 | [
{
"bbox": [
186,
86,
522,
483
],
"label": "railway_crossing",
"sub_label": ""
}
] | [
{
"detection_idx": 0,
"per_judge": {
"google/gemma-4-E4B-it": {
"verdict": "correct",
"score": 0.98,
"reason": "The box correctly identifies a railway crossing warning sign."
},
"LiquidAI/LFM2.5-VL-1.6B": {
"verdict": "correct",
"score": 0.95,
... | ||
1,058 | 640 | 640 | [
{
"bbox": [
267,
156,
452,
363
],
"label": "do_not_enter",
"sub_label": ""
}
] | [
{
"detection_idx": 0,
"per_judge": {
"google/gemma-4-E4B-it": {
"verdict": "correct",
"score": 0.98,
"reason": "The box correctly identifies the 'do not enter' sign."
},
"LiquidAI/LFM2.5-VL-1.6B": {
"verdict": "correct",
"score": 1,
"reason":... | ||
421 | 640 | 640 | [] | [
{
"detection_idx": 0,
"per_judge": {
"google/gemma-4-E4B-it": {
"verdict": "incorrect",
"score": 1,
"reason": "The sign shown is a triangular warning sign, not the blue/white rectangular sign defined for ped_zebra_cross."
},
"LiquidAI/LFM2.5-VL-1.6B": {
"ver... | ||
565 | 640 | 640 | [] | [
{
"detection_idx": 0,
"per_judge": {
"google/gemma-4-E4B-it": {
"verdict": "correct",
"score": 0.95,
"reason": "The box correctly identifies the red octagonal STOP sign."
},
"LiquidAI/LFM2.5-VL-1.6B": {
"verdict": "incorrect",
"score": 0.95,
... | ||
1,074 | 640 | 640 | [] | [
{
"detection_idx": 0,
"per_judge": {
"google/gemma-4-E4B-it": {
"verdict": "correct",
"score": 0.95,
"reason": "The sign clearly shows arrows pointing both left and right, matching the definition of left_right_lane."
},
"LiquidAI/LFM2.5-VL-1.6B": {
"verdict"... | ||
95 | 640 | 640 | [] | [
{
"detection_idx": 0,
"per_judge": {
"google/gemma-4-E4B-it": {
"verdict": "correct",
"score": 0.98,
"reason": "The box correctly identifies a traffic light showing a red light."
},
"LiquidAI/LFM2.5-VL-1.6B": {
"verdict": "incorrect",
"score": 0,
... | ||
704 | 640 | 640 | [] | [
{
"detection_idx": 0,
"per_judge": {
"google/gemma-4-E4B-it": {
"verdict": "correct",
"score": 0.98,
"reason": "The sign clearly directs traffic to enter the left lane with a bent arrow, matching the definition."
},
"LiquidAI/LFM2.5-VL-1.6B": {
"verdict": "i... | ||
1,138 | 640 | 640 | [] | [
{
"detection_idx": 0,
"per_judge": {
"google/gemma-4-E4B-it": {
"verdict": "correct",
"score": 0.95,
"reason": "The box correctly identifies the bus stop sign which features a bus icon."
},
"LiquidAI/LFM2.5-VL-1.6B": {
"verdict": "incorrect",
"score"... | ||
337 | 640 | 640 | [] | [
{
"detection_idx": 0,
"per_judge": {
"google/gemma-4-E4B-it": {
"verdict": "correct",
"score": 0.98,
"reason": "The box correctly identifies the U-turn permitted sign."
},
"LiquidAI/LFM2.5-VL-1.6B": {
"verdict": "incorrect",
"score": 0,
"reas... | ||
34 | 640 | 640 | [] | [
{
"detection_idx": 0,
"per_judge": {
"google/gemma-4-E4B-it": {
"verdict": "correct",
"score": 0.98,
"reason": "The box correctly encloses the 'do not u turn' traffic sign."
},
"LiquidAI/LFM2.5-VL-1.6B": {
"verdict": "incorrect",
"score": 0,
... | ||
616 | 640 | 640 | [] | [
{
"detection_idx": 0,
"per_judge": {
"google/gemma-4-E4B-it": {
"verdict": "correct",
"score": 0.98,
"reason": "The box correctly identifies the traffic light with the red light illuminated."
},
"LiquidAI/LFM2.5-VL-1.6B": {
"verdict": "incorrect",
"s... | ||
112 | 640 | 640 | [] | [
{
"detection_idx": 0,
"per_judge": {
"google/gemma-4-E4B-it": {
"verdict": "correct",
"score": 0.98,
"reason": "The box correctly identifies the 'do not u turn' sign."
},
"LiquidAI/LFM2.5-VL-1.6B": {
"verdict": "incorrect",
"score": 0.95,
"re... | ||
605 | 640 | 640 | [] | [] | ||
1,224 | 640 | 640 | [] | [
{
"detection_idx": 0,
"per_judge": {
"google/gemma-4-E4B-it": {
"verdict": "incorrect",
"score": 1,
"reason": "The object in the box is a triangular warning sign, not the blue/white rectangular sign defined for ped_zebra_cross."
},
"LiquidAI/LFM2.5-VL-1.6B": {
... |
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