Object Detection on UAVDT-C (test)
10.2mAP (R1, Fog)Sensitivity-Guided Pruning
Evaluation results
| Method | Links | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Sensitivity-Guided Pruning2025.06 | 10.2 | 8.9 | 17.2 | 16.9 | 16.6 | 11.1 | 16 | 15.4 | 18 | 10.1 | 16.3 | 15.5 | 14.3 | 221 | 221.4 | 442.4 | |
| WHW2025.06 | 9.9 | 7.8 | 17 | 15.6 | 16.1 | 10.1 | 14.6 | 14.9 | 13.9 | 7.1 | 13.6 | 13.4 | 12 | 253 | 255.2 | 508.2 | |
| ActMAD2025.06 | 9.5 | 6.4 | 15.3 | 15 | 13.2 | 9.1 | 13.4 | 14 | 13.1 | 7.5 | 12.3 | 13.9 | 10.8 | 250.7 | 501.4 | 752.2 | |
| STFAR2025.06 | 6.9 | 5.7 | 11.3 | 12.3 | 9.5 | 6.9 | 10.5 | 12 | 9 | 6.6 | 10.8 | 12.2 | 9.6 | 501.4 | 501.4 | 1,002.9 | |
| TeST2025.06 | 6.4 | 4.5 | 10.5 | 12 | 8.2 | 6.9 | 10.2 | 12.1 | 8.8 | 6.6 | 10.5 | 12.2 | 9.2 | 1,011.1 | 953.2 | 1,964.2 | |
| DUA2025.06 | 5.2 | 2.8 | 7.1 | 11.7 | 5 | 2.8 | 6.9 | 11.8 | 3.6 | 1.1 | 5.5 | 10.3 | 6.1 | 250.7 | 0 | 250.7 | |
| Direct Test2025.06 | 4.8 | 2.5 | 6.8 | 11.4 | 4.8 | 2.5 | 6.8 | 11.4 | 4.8 | 2.5 | 6.8 | 11.4 | 6.4 | 250.7 | 0 | 250.7 |