Object Detection on HOD3K (test)
93.4mAP50S2ADet
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| S2ADetFLOPs=169.2G, Params=48.6M, designed_for_multispectral=true2025.12 | 93.4 | — | 59.8 | |
| OSSDetFLOPs=131.2G, Params=36.6M2025.12 | 93.4 | 68.8 | 60.9 | |
| VFNetFLOPs=104.5G, Params=32.8M2025.12 | 92.3 | 66.5 | 59 | |
| FoveaFLOPs=123.9G, Params=38.0M2025.12 | 92.2 | 62.2 | 56.8 | |
| C-RCNNFLOPs=149.5G, Params=69.2M2025.12 | 90.9 | 66.9 | 59.6 | |
| TOODFLOPs=108.5G, Params=32.1M2025.12 | 90.3 | 65.6 | 57.8 | |
| DINOFLOPs=114.7G, Params=47.6M2025.12 | 89.1 | 61.6 | 56.3 | |
| CO-DETRFLOPs=200.7G, Params=64.5M2025.12 | 77.9 | 57.3 | 51.7 | |
| GoodQQuantization=W4A4, Model=YOLOv11-s, gamma=22026.06 | 64.1 | — | 42.6 | |
| TSODQuantization=W4A4, Model=YOLOv11-s, gamma=22026.06 | 61.3 | — | 42.2 | |
| GoodQQuantization=W3A3, Model=YOLOv11-s, gamma=22026.06 | 40.9 | — | 25.4 | |
| TSODQuantization=W3A3, Model=YOLOv11-s, gamma=22026.06 | 36.1 | — | 21.6 |