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model reported mAP current board mAP new board mAP pycocotools mAP status
YOLOv8n 0.373 0.361 0.365 0.365
YOLOv8s 0.449 0.435 0.441 0.441
YOLOv8m 0.502 0.485 0.492 0.492
YOLOv8l 0.529 0.511 0.518 0.518
YOLO11x 0.539 0.522 0.529 0.529
YOLO11n 0.395 0.381 0.385 0.385
YOLO11s 0.470 0.449 0.455 0.455
YOLO11m 0.515 0.499 0.505 0.505
YOLO11l 0.534 0.515 0.521 0.521
YOLO11x 0.547 0.527 0.535 0.535
RT-DETR-R18 0.465 0.448 0.464 0.464
RT-DETR-R34 0.489 0.471 0.489 0.489
RT-DETR-R50 0.531 0.515 0.531 0.531
RT-DETR-R101 0.543 0.524 0.543 0.543
RT-DETRv2-S 0.481 0.469 0.481 0.481
RT-DETRv2-M* 0.499 0.487 0.499 0.499
RT-DETRv2-M 0.519 0.506 0.519 0.519
RT-DETRv2-L 0.534 0.522 0.534 0.534
RT-DETRv2-X 0.543 0.537 0.543 0.543
YOLOv10n 0.385 0.377 0.380 0.380
YOLOv10s 0.463 0.454 0.457 0.457
YOLOv10m 0.511 0.499 0.503 0.503
YOLOv10b 0.525 0.514 0.518 0.518
YOLOv10l 0.532 0.519 0.523 0.523
YOLOv10x 0.544 0.532 0.536 0.536
YOLOv12n 0.406 0.388 0.397 0.397
YOLOv12s 0.480 0.457 0.467 0.467
YOLOv12m 0.525 0.502 0.514 0.514
YOLOv12l 0.537 0.514 0.526 0.526
YOLOv12x 0.552 0.527 0.540 0.540
RF-DETR-B - - 0.526 0.526
RF-DETR-L - - 0.584 0.584
YOLOv13n 0.416 - 0.404 0.404
YOLOv13s 0.480 - 0.468 0.468
YOLOv13l 0.534 - 0.523 0.523
YOLOv13x 0.548 - 0.537 0.537

pre-commit-ci bot and others added 30 commits March 3, 2025 17:34
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SkalskiP and others added 26 commits June 26, 2025 16:19
Re-ran results with correct metrics and supporting colab running
@SkalskiP SkalskiP merged commit 0d88e32 into main Jun 30, 2025
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3 participants