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{ "id": [ 944 ], "area": [ 19135 ], "bbox": [ [ 255, 227, 107.5, 178 ] ], "category": [ 7 ] }
[ { "bbox": [ 243, 205, 358, 397 ], "label": "enter_left_lane", "sub_label": "" } ]
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{ "id": [ 363 ], "area": [ 58290 ], "bbox": [ [ 167, 92, 217.5, 268 ] ], "category": [ 1 ] }
[ { "bbox": [ 163, 93, 387, 368 ], "label": "bus_stop", "sub_label": "" } ]
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{ "id": [ 536 ], "area": [ 75831 ], "bbox": [ [ 282, 169, 241.5, 314 ] ], "category": [ 17 ] }
[ { "bbox": [ 263, 154, 540, 496 ], "label": "t_intersection_l", "sub_label": "" } ]
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{ "id": [ 1257 ], "area": [ 46843 ], "bbox": [ [ 277, 95, 187, 250.5 ] ], "category": [ 1 ] }
[ { "bbox": [ 271, 93, 463, 349 ], "label": "bus_stop", "sub_label": "" } ]
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{ "id": [ 717 ], "area": [ 59991 ], "bbox": [ [ 240, 95, 146.5, 409.5 ] ], "category": [ 21 ] }
[ { "bbox": [ 259, 106, 381, 221 ], "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...
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{ "id": [ 1198 ], "area": [ 52563 ], "bbox": [ [ 192, 140, 209, 251.5 ] ], "category": [ 18 ] }
[ { "bbox": [ 177, 132, 406, 398 ], "label": "traffic_light", "sub_label": "" } ]
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{ "id": [ 495 ], "area": [ 45898 ], "bbox": [ [ 262, 156, 212, 216.5 ] ], "category": [ 3 ] }
[ { "bbox": [ 259, 154, 472, 376 ], "label": "do_not_stop", "sub_label": "" } ]
[ { "detection_idx": 0, "per_judge": { "google/gemma-4-E4B-it": { "verdict": "correct", "score": 0.98, "reason": "The box correctly encloses a 'do not stop' traffic sign." }, "LiquidAI/LFM2.5-VL-1.6B": { "verdict": "correct", "score": 1, "reaso...
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{ "id": [ 325, 326 ], "area": [ 1294, 986 ], "bbox": [ [ 167, 173, 15.5, 83.5 ], [ 318, 2, 14.5, 68 ] ], "category": [ 15, 15 ] }
[ { "bbox": [ 168, 173, 187, 253 ], "label": "traffic_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 light pole." }, "LiquidAI/LFM2.5-VL-1.6B": { "verdict": "correct", "score": 1, "reason": "T...
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{ "id": [ 220 ], "area": [ 62203 ], "bbox": [ [ 234, 107, 207, 300.5 ] ], "category": [ 12 ] }
[ { "bbox": [ 214, 67, 464, 419 ], "label": "ped_zebra_cross", "sub_label": "" } ]
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{ "id": [ 678, 679 ], "area": [ 22618, 22706 ], "bbox": [ [ 142, 392, 131.5, 172 ], [ 443, 85, 126.5, 179.5 ] ], "category": [ 13, 13 ] }
[ { "bbox": [ 400, 80, 562, 264 ], "label": "ped_crossing", "sub_label": "" } ]
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{ "id": [ 147 ], "area": [ 29187 ], "bbox": [ [ 284, 219, 156.5, 186.5 ] ], "category": [ 12 ] }
[]
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{ "id": [ 281 ], "area": [ 95760 ], "bbox": [ [ 242, 128, 252, 380 ] ], "category": [ 17 ] }
[ { "bbox": [ 179, 96, 499, 544 ], "label": "warning", "sub_label": "" } ]
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{ "id": [ 1074 ], "area": [ 70805 ], "bbox": [ [ 219, 157, 245, 289 ] ], "category": [ 20 ] }
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{ "id": [ 529 ], "area": [ 61527 ], "bbox": [ [ 200, 53, 233.5, 263.5 ] ], "category": [ 4 ] }
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{ "id": [ 583 ], "area": [ 110443 ], "bbox": [ [ 157, 136, 303, 364.5 ] ], "category": [ 13 ] }
[ { "bbox": [ 94, 106, 497, 546 ], "label": "ped_crossing", "sub_label": "" } ]
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{ "id": [ 1468 ], "area": [ 19812 ], "bbox": [ [ 306, 182, 125, 158.5 ] ], "category": [ 7 ] }
[ { "bbox": [ 298, 180, 436, 347 ], "label": "enter_left_lane", "sub_label": "" } ]
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{ "id": [ 157 ], "area": [ 48510 ], "bbox": [ [ 222, 137, 196, 247.5 ] ], "category": [ 5 ] }
[ { "bbox": [ 205, 122, 432, 394 ], "label": "do_not_turn_r", "sub_label": "" } ]
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{ "id": [ 982 ], "area": [ 53400 ], "bbox": [ [ 216, 200, 200, 267 ] ], "category": [ 6 ] }
[ { "bbox": [ 207, 200, 401, 459 ], "label": "do_not_u_turn", "sub_label": "" } ]
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{ "id": [ 1003 ], "area": [ 40810 ], "bbox": [ [ 195, 181, 192.5, 212 ] ], "category": [ 4 ] }
[ { "bbox": [ 196, 163, 388, 406 ], "label": "do_not_u_turn", "sub_label": "" } ]
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{ "id": [ 418, 419 ], "area": [ 11593, 11593 ], "bbox": [ [ 132, 163, 65.5, 177 ], [ 400, 172, 65.5, 177 ] ], "category": [ 8, 8 ] }
[ { "bbox": [ 128, 160, 192, 342 ], "label": "green_light", "sub_label": "" }, { "bbox": [ 400, 170, 464, 349 ], "label": "green_light", "sub_label": "" } ]
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{ "id": [ 813, 814 ], "area": [ 20020, 10865 ], "bbox": [ [ 140, 98, 130, 154 ], [ 397, 359, 82, 132.5 ] ], "category": [ 14, 14 ] }
[ { "bbox": [ 138, 90, 276, 259 ], "label": "railway_crossing", "sub_label": "" }, { "bbox": [ 390, 352, 479, 496 ], "label": "railway_crossing", "sub_label": "" } ]
[ { "detection_idx": 0, "per_judge": { "google/gemma-4-E4B-it": { "verdict": "correct", "score": 0.98, "reason": "The box tightly encloses the railway crossing sign." }, "LiquidAI/LFM2.5-VL-1.6B": { "verdict": "correct", "score": 0.95, "reason"...
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{ "id": [ 706 ], "area": [ 69699 ], "bbox": [ [ 177, 175, 233.5, 298.5 ] ], "category": [ 13 ] }
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{ "id": [ 1176 ], "area": [ 39960 ], "bbox": [ [ 241, 175, 166.5, 240 ] ], "category": [ 2 ] }
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{ "id": [ 1227 ], "area": [ 92001 ], "bbox": [ [ 202, 186, 273, 337 ] ], "category": [ 14 ] }
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{ "id": [ 577 ], "area": [ 156048 ], "bbox": [ [ 122, 142, 338.5, 461 ] ], "category": [ 8 ] }
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{ "id": [ 374 ], "area": [ 61401 ], "bbox": [ [ 189, 141, 211, 291 ] ], "category": [ 20 ] }
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{ "id": [ 807 ], "area": [ 73300 ], "bbox": [ [ 198, 165, 273, 268.5 ] ], "category": [ 17 ] }
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{ "id": [ 232 ], "area": [ 83079 ], "bbox": [ [ 210, 102, 271.5, 306 ] ], "category": [ 4 ] }
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{ "id": [ 1033 ], "area": [ 47451 ], "bbox": [ [ 149, 59, 226.5, 209.5 ] ], "category": [ 9 ] }
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{ "id": [ 694 ], "area": [ 43621 ], "bbox": [ [ 266, 154, 181, 241 ] ], "category": [ 18 ] }
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[ { "detection_idx": 0, "per_judge": { "google/gemma-4-E4B-it": { "verdict": "incorrect", "score": 0.1, "reason": "The box contains a blurry, indistinct object, not a clear diamond-shaped traffic sign with a yellow or orange background and a black symbol." }, "LiquidA...
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{ "id": [ 1069 ], "area": [ 36166 ], "bbox": [ [ 209, 114, 169, 214 ] ], "category": [ 2 ] }
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{ "id": [ 171 ], "area": [ 86380 ], "bbox": [ [ 220, 136, 280, 308.5 ] ], "category": [ 20 ] }
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{ "id": [ 424 ], "area": [ 25020 ], "bbox": [ [ 256, 174, 139, 180 ] ], "category": [ 10 ] }
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{ "id": [ 1463 ], "area": [ 24377 ], "bbox": [ [ 288, 56, 122.5, 199 ] ], "category": [ 3 ] }
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{ "id": [ 716 ], "area": [ 13707 ], "bbox": [ [ 239, 244, 186.5, 73.5 ] ], "category": [ 15 ] }
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{ "id": [ 8 ], "area": [ 104324 ], "bbox": [ [ 164, 141, 287, 363.5 ] ], "category": [ 5 ] }
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{ "id": [ 1395 ], "area": [ 65826 ], "bbox": [ [ 212, 115, 212, 310.5 ] ], "category": [ 17 ] }
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{ "id": [ 1454, 1455, 1456 ], "area": [ 2597, 1470, 1262 ], "bbox": [ [ 103, 215, 26.5, 98 ], [ 402, 31, 18.5, 79.5 ], [ 614, 294, 16.5, 76.5 ] ], "category": [ 15, 15, 15 ...
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{ "id": [ 1314 ], "area": [ 74358 ], "bbox": [ [ 280, 96, 197.5, 376.5 ] ], "category": [ 14 ] }
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{ "id": [ 409 ], "area": [ 62192 ], "bbox": [ [ 187, 106, 169, 368 ] ], "category": [ 16 ] }
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{ "id": [ 805 ], "area": [ 57062 ], "bbox": [ [ 236, 168, 206, 277 ] ], "category": [ 1 ] }
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{ "id": [ 1211 ], "area": [ 79414 ], "bbox": [ [ 225, 138, 236, 336.5 ] ], "category": [ 18 ] }
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{ "id": [ 1453 ], "area": [ 28492 ], "bbox": [ [ 377, 189, 145, 196.5 ] ], "category": [ 18 ] }
[]
[ { "detection_idx": 0, "per_judge": { "google/gemma-4-E4B-it": { "verdict": "incorrect", "score": 0.1, "reason": "The box contains a warning sign (diamond shape with an exclamation mark), not a traffic light." }, "LiquidAI/LFM2.5-VL-1.6B": { "verdict": "corre...
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[ { "detection_idx": 0, "per_judge": { "google/gemma-4-E4B-it": { "verdict": "correct", "score": 0.98, "reason": "The box correctly identifies the 'do not enter' traffic sign." }, "LiquidAI/LFM2.5-VL-1.6B": { "verdict": "correct", "score": 1, "...
421
640
640
{ "id": [ 453 ], "area": [ 75072 ], "bbox": [ [ 208, 170, 251.5, 298.5 ] ], "category": [ 12 ] }
[ { "bbox": [ 202, 163, 458, 464 ], "label": "ped_zebra_cross", "sub_label": "" } ]
[ { "detection_idx": 0, "per_judge": { "google/gemma-4-E4B-it": { "verdict": "correct", "score": 0.98, "reason": "The box correctly encloses the traffic sign for a pedestrian crossing." }, "LiquidAI/LFM2.5-VL-1.6B": { "verdict": "correct", "score": 0.9...
565
640
640
{ "id": [ 605 ], "area": [ 74375 ], "bbox": [ [ 152, 94, 250, 297.5 ] ], "category": [ 16 ] }
[ { "bbox": [ 149, 85, 407, 391 ], "label": "stop", "sub_label": "" } ]
[ { "detection_idx": 0, "per_judge": { "google/gemma-4-E4B-it": { "verdict": "correct", "score": 0.95, "reason": "The box correctly identifies the octagonal STOP sign." }, "LiquidAI/LFM2.5-VL-1.6B": { "verdict": "correct", "score": 0.95, "reaso...
1,074
640
640
{ "id": [ 1173 ], "area": [ 38862 ], "bbox": [ [ 281, 312, 190.5, 204 ] ], "category": [ 9 ] }
[]
[ { "detection_idx": 0, "per_judge": { "google/gemma-4-E4B-it": { "verdict": "correct", "score": 0.95, "reason": "The box correctly encloses a traffic sign indicating a left and right lane." }, "LiquidAI/LFM2.5-VL-1.6B": { "verdict": "incorrect", "scor...
95
640
640
{ "id": [ 103 ], "area": [ 5460 ], "bbox": [ [ 336, 93, 81.5, 67 ] ], "category": [ 15 ] }
[ { "bbox": [ 331, 93, 420, 158 ], "label": "red_light", "sub_label": "" } ]
[ { "detection_idx": 0, "per_judge": { "google/gemma-4-E4B-it": { "verdict": "correct", "score": 0.98, "reason": "The box correctly identifies the red light in the traffic signal." }, "LiquidAI/LFM2.5-VL-1.6B": { "verdict": "correct", "score": 1, ...
704
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640
{ "id": [ 759 ], "area": [ 29475 ], "bbox": [ [ 293, 140, 150, 196.5 ] ], "category": [ 7 ] }
[ { "bbox": [ 288, 138, 448, 336 ], "label": "enter_left_lane", "sub_label": "" } ]
[ { "detection_idx": 0, "per_judge": { "google/gemma-4-E4B-it": { "verdict": "correct", "score": 0.98, "reason": "The box correctly encloses the traffic sign instructing to enter the left lane." }, "LiquidAI/LFM2.5-VL-1.6B": { "verdict": "correct", "sc...
1,138
640
640
{ "id": [ 1239 ], "area": [ 41085 ], "bbox": [ [ 217, 167, 166, 247.5 ] ], "category": [ 1 ] }
[ { "bbox": [ 216, 162, 381, 413 ], "label": "bus_stop", "sub_label": "" } ]
[ { "detection_idx": 0, "per_judge": { "google/gemma-4-E4B-it": { "verdict": "correct", "score": 0.98, "reason": "The box correctly identifies the bus stop sign." }, "LiquidAI/LFM2.5-VL-1.6B": { "verdict": "correct", "score": 1, "reason": "The ...
337
640
640
{ "id": [ 361 ], "area": [ 52440 ], "bbox": [ [ 171, 168, 190, 276 ] ], "category": [ 19 ] }
[ { "bbox": [ 171, 171, 360, 440 ], "label": "u_turn", "sub_label": "" } ]
[ { "detection_idx": 0, "per_judge": { "google/gemma-4-E4B-it": { "verdict": "correct", "score": 0.98, "reason": "The box correctly encloses the U-turn traffic sign." }, "LiquidAI/LFM2.5-VL-1.6B": { "verdict": "correct", "score": 1, "reason": "...
34
640
640
{ "id": [ 38 ], "area": [ 31341 ], "bbox": [ [ 304, 188, 159.5, 196.5 ] ], "category": [ 6 ] }
[ { "bbox": [ 299, 184, 466, 388 ], "label": "do_not_u_turn", "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 u turn' traffic sign." }, "LiquidAI/LFM2.5-VL-1.6B": { "verdict": "correct", "score": 1, ...
616
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640
{ "id": [ 662 ], "area": [ 11808 ], "bbox": [ [ 318, 70, 100.5, 117.5 ] ], "category": [ 4 ] }
[]
[ { "detection_idx": 0, "per_judge": { "google/gemma-4-E4B-it": { "verdict": "correct", "score": 0.98, "reason": "The box correctly encloses the traffic light showing a red light." }, "LiquidAI/LFM2.5-VL-1.6B": { "verdict": "incorrect", "score": 0, ...
112
640
640
{ "id": [ 122 ], "area": [ 81491 ], "bbox": [ [ 219, 103, 232.5, 350.5 ] ], "category": [ 6 ] }
[ { "bbox": [ 214, 93, 454, 451 ], "label": "do_not_u_turn", "sub_label": "" } ]
[ { "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": "correct", "score": 1, "r...
605
640
640
{ "id": [ 650 ], "area": [ 61267 ], "bbox": [ [ 239, 127, 197, 311 ] ], "category": [ 17 ] }
[]
[]
1,224
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640
{ "id": [ 1335 ], "area": [ 29465 ], "bbox": [ [ 277, 185, 142, 207.5 ] ], "category": [ 12 ] }
[ { "bbox": [ 267, 184, 427, 413 ], "label": "ped_zebra_cross", "sub_label": "" } ]
[ { "detection_idx": 0, "per_judge": { "google/gemma-4-E4B-it": { "verdict": "correct", "score": 0.98, "reason": "The box correctly encloses a traffic sign indicating a pedestrian crossing." }, "LiquidAI/LFM2.5-VL-1.6B": { "verdict": "correct", "score"...
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Auto-generated sample of the labelled boxes (with judge scores when available). Regenerated on every push.

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