Object Detection on BDD100K
51.3mAP
Diff. Guided Detector
Updated 1mo ago
Evaluation Results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
2025.06 | 51.3 | 43.6 | 42.9 | 75.2 | 40.5 | 64.6 | 49.6 | 42.9 | - | - | - | |
2025.06 | 49.3 | 41.2 | 41.7 | 72.7 | 37.2 | 62.8 | 48.7 | 46.5 | - | - | - | |
2025.06 | 46.7 | 39.4 | 34.1 | 72.2 | 37.4 | 61.3 | 46.9 | 38.4 | - | - | - | |
2025.06 | 46.6 | 38.9 | 31 | 71.5 | 37.6 | 61.5 | 47 | 38.5 | - | - | - | |
2025.06 | 46.3 | 38.4 | 33.4 | 72 | 38.3 | 60.3 | 47 | 35 | - | - | - | |
2025.06 | 43.4 | 40.3 | 32.3 | 66.7 | 31.8 | 59.1 | 41.6 | 31.8 | - | - | - | |
2025.06 | 40.2 | 38 | 30.6 | 63.5 | 28.2 | 53.4 | 40.4 | 27.4 | - | - | - | |
2025.06 | 38.5 | 34.6 | 31.7 | 61.2 | 24.4 | 44.6 | 41.5 | 31.4 | - | - | - | |
2025.06 | 37.3 | 28 | 28.8 | 68.8 | 23.8 | 53.7 | 35.1 | 23 | - | - | - | |
2025.06 | 34.9 | 28.8 | 33.8 | 52.7 | 23 | 40.5 | 39.9 | 25.8 | - | - | - | |
2025.06 | 33.7 | 27.1 | 26.3 | 65.6 | 24.8 | 47.5 | 30.4 | 21.1 | - | - | - | |
2025.06 | 33.6 | 28.8 | 25.5 | 53.9 | 24.5 | 39.6 | 38.9 | 24.1 | - | - | - | |
2025.06 | 32.7 | - | - | - | - | - | - | - | - | - | - | |
2025.06 | 32.7 | 26.3 | 23.6 | 64.1 | 24.1 | 46.9 | 29.6 | 20.2 | - | - | - | |
2025.06 | 28 | - | - | - | - | - | - | - | - | - | - | |
2025.06 | 27.8 | 20.1 | 19.1 | 55.8 | 14.5 | 39.6 | 26.8 | 18.8 | - | - | - | |
2025.06 | 25.9 | 24.8 | 21.5 | 38.7 | 19 | 25.7 | 28.4 | 23.1 | - | - | - | |
2025.06 | 24 | 25.1 | 19 | 36.8 | 18.4 | 24.1 | 24.9 | 19.8 | - | - | - | |
2025.06 | 21.7 | 22.9 | 20.5 | 33.8 | 14.7 | 18.5 | 23.6 | 18.2 | - | - | - | |
2025.10 | 18.1 | - | - | - | - | - | - | - | - | 31.1 | 18.5 | |
2025.10 | 16.8 | - | - | - | - | - | - | - | - | 28.7 | 16.6 | |
2025.10 | 16.7 | - | - | - | - | - | - | - | - | 28.5 | 16.2 | |
2025.10 | 16.7 | - | - | - | - | - | - | - | - | 28.6 | 16.3 | |
2025.10 | 16.6 | - | - | - | - | - | - | - | - | 28.3 | 16.2 | |
2025.10 | 16.6 | - | - | - | - | - | - | - | - | 28.4 | 16.2 | |
2025.10 | 14.6 | - | - | - | - | - | - | - | - | 24.3 | 14.8 | |
2025.10 | 13.7 | - | - | - | - | - | - | - | - | 21.7 | 13.1 | |
2025.10 | 13.5 | - | - | - | - | - | - | - | - | 22.3 | 13.2 | |
2025.10 | 13.5 | - | - | - | - | - | - | - | - | 22.3 | 13.3 | |
2025.10 | 13.4 | - | - | - | - | - | - | - | - | 22.2 | 13.5 | |
2025.10 | 13.3 | - | - | - | - | - | - | - | - | 22 | 13.4 | |
2026.02 | - | - | - | - | - | - | - | - | 77.2 | 55.6 | - | |
2026.02 | - | - | - | - | - | - | - | - | 86.8 | 77.2 | - | |
2026.02 | - | - | - | - | - | - | - | - | 81.3 | 60.2 | - | |
2026.02 | - | - | - | - | - | - | - | - | 89.4 | 68.4 | - | |
2026.02 | - | - | - | - | - | - | - | - | 89.2 | 76.5 | - | |
2026.02 | - | - | - | - | - | - | - | - | 92.8 | 77.3 | - | |
2026.02 | - | - | - | - | - | - | - | - | 91.1 | 83.4 | - | |
2026.02 | - | - | - | - | - | - | - | - | 93.7 | 83.3 | - | |
2026.02 | - | - | - | - | - | - | - | - | 93.5 | 83.9 | - |