Object Detection on HOD3K
88.9AP (People)FressDet
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| FressDetFLOPs=35.2G, #P=2.3M2026.07 | 88.9 | 97.1 | 95.3 | 93.8 | 69.1 | 61.1 | |
| VFNetFLOPs=104.5G, #P=32.8M2026.07 | 88.5 | 96.2 | 92.2 | 92.3 | 66.5 | 59 | |
| OSSDetFLOPs=131.2G, #P=36.6M2026.07 | 88.3 | 96.5 | 95.4 | 93.4 | 68.8 | 60.9 | |
| FoveaFLOPs=123.9G, #P=38.0M2026.07 | 88.1 | 95.8 | 92.7 | 92.2 | 62.2 | 56.8 | |
| TOODFLOPs=108.5G, #P=32.1M2026.07 | 88.1 | 90.1 | 92.7 | 90.3 | 65.6 | 57.8 | |
| ATSSFLOPs=110.6G, #P=32.2M2026.07 | 87.2 | 94 | 92.5 | 91.2 | 64.3 | 57.4 | |
| S2ADetFLOPs=169.2G, #P=48.6M2026.07 | 87.2 | 97.7 | 95.3 | 93.4 | 66.2 | 59.8 | |
| RetinaNetFLOPs=205.7G, #P=36.2M2026.07 | 85.8 | 95 | 92.8 | 91.2 | 59.4 | 53.3 | |
| DINOFLOPs=114.7G, #P=47.6M2026.07 | 82.5 | 92.3 | 92.5 | 89.1 | 61.6 | 56.3 | |
| Faster RCNNFLOPs=206.7G, #P=41.1M2026.07 | 81.8 | 94.5 | 91.7 | 89.4 | 62.7 | 56.9 | |
| MethaneMapperFLOPs=267.6G, #P=80.3M2026.07 | 80.2 | 95.1 | 90.9 | 88.7 | 63.8 | 57.9 | |
| YOLOv5FLOPs=48.3G, #P=20.9M2026.07 | 79.3 | 94 | 91.2 | 88.1 | 59.8 | 54.4 | |
| CO-DETRFLOPs=200.7G, #P=64.5M2026.07 | 70.2 | 75.3 | 88.2 | 77.9 | 57.3 | 51.7 | |
| YOLOFFLOPs=98.2G, #P=42.1M2026.07 | 60.8 | 67.8 | 67.6 | 65.4 | 31.7 | 28.6 | |
| FCOSFLOPs=196.8G, #P=31.8M2026.07 | 55 | 19.7 | 69.8 | 48.2 | 26.3 | 23.7 | |
| Deformable DETRFLOPs=195.2G, #P=39.8M2026.07 | 52.8 | 56.3 | 64.9 | 58 | 24.8 | 22.3 |