Object Detection on PKU-DAVIS-SOD
58.1mAP50Hyper-FEOD
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Hyper-FEODTime (ms)=9.0, Params (M)=13.42026.04 | 58.1 | 31.2 | |
| FPN-Fusion2026.04 | 57.5 | 29 | |
| NRE-Net2026.04 | 57.5 | 29 | |
| FAODTime (ms)=13.6, Params (M)=20.32026.04 | 57.5 | 30.5 | |
| ReNetTime (ms)=14.2, Params (M)=59.82026.04 | 54.9 | 28.8 | |
| FF-KDTTime (ms)=18.0, Params (M)=38.02026.04 | 54.2 | 28.5 | |
| AFNetTime (ms)=14.5, Params (M)=60.12026.04 | 53.3 | 27.5 | |
| EFNetTime (ms)=13.7, Params (M)=33.02026.04 | 52.9 | 26.4 | |
| SODFormerTime (ms)=39.7, Params (M)=82.52026.04 | 50.4 | 20.7 | |
| SFNet2026.04 | 50.3 | 25.7 | |
| EOLO2026.04 | 44.8 | 19.4 | |
| JDFTime (ms)=8.3, Params (M)=> 60*2026.04 | 44.2 | — |