Multi-Label Recognition on COCO 2014 (test)
67.37mAPFedMPT
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| FedMPTVenue=Ours, Heterogeneity ratio (t)=10%2026.05 | 67.37 | 62.88 | 67.57 | |
| FedMPTVenue=Ours, Heterogeneity ratio (t)=Avg2026.05 | 64.65 | 59.16 | 65.26 | |
| FedMVPVenue=ICCV’25, Heterogeneity ratio (t)=Avg2026.05 | 61.64 | 54.62 | 61.75 | |
| Fed-RAMVenue=CVPR’25, Heterogeneity ratio (t)=Avg2026.05 | 61.08 | 56.21 | 60.97 | |
| FedAWAVenue=CVPR’25, Heterogeneity ratio (t)=Avg2026.05 | 60.98 | 56.17 | 59.47 | |
| Fed-TCPVenue=CVPR’24, Heterogeneity ratio (t)=Avg2026.05 | 60.75 | 53.88 | 59.51 | |
| Fed-MaPLeVenue=CVPR’23, Heterogeneity ratio (t)=Avg2026.05 | 58.92 | 56.25 | 57.1 | |
| FedTPGVenue=ICLR’24, Heterogeneity ratio (t)=Avg2026.05 | 58.69 | 55.04 | 55.47 | |
| FedPGPVenue=ICML’24, Heterogeneity ratio (t)=Avg2026.05 | 58.4 | 56.38 | 61.26 | |
| Fed-DualCoOpVenue=NeurIPS’22, Heterogeneity ratio (t)=Avg2026.05 | 55.63 | 51.82 | 58.71 | |
| Fed-PosCoOpVenue=WACV’25, Heterogeneity ratio (t)=Avg2026.05 | 55.55 | 52.08 | 59.52 | |
| Fed-SCPNetVenue=CVPR’23, Heterogeneity ratio (t)=Avg2026.05 | 52.77 | 50.96 | 53.23 |