Deep Metric Learning on CUB-200-2011
73.23Recall@1CouCE
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| CouCEBackbone=ResNet-50, Venue=Ours2026.06 | 73.23 | 82.24 | 40.37 | 30.03 | 74.23 | |
| PFMLBackbone=ResNet-50, Venue=CVPR’252026.06 | 71.01 | 81.67 | 38.1 | 28.28 | 73.24 | |
| CouCEBackbone=BN-Inception, Venue=Ours2026.06 | 70.95 | 80.9 | 38.35 | 27.45 | 72.15 | |
| DADABackbone=ResNet-50, Venue=AAAI’242026.06 | 70.69 | 81.68 | 37.23 | 27.31 | 72.84 | |
| ACLBackbone=ResNet-50, Venue=TMM’242026.06 | 69.73 | 80.83 | 36.26 | 25.66 | 73.39 | |
| DDMLBackbone=ResNet-50, Venue=AAAI’252026.06 | 69.39 | 80.85 | 36.12 | 25.66 | 72.8 | |
| PLGBackbone=ResNet-50, Venue=CVPR’222026.06 | 69.22 | 80.14 | 34.49 | 24.86 | 73.09 | |
| PFMLBackbone=BN-Inception, Venue=CVPR’252026.06 | 69.13 | 80.38 | 36.53 | 25.93 | 71.32 | |
| HISTBackbone=ResNet-50, Venue=CVPR’222026.06 | 69.09 | 80.01 | 34.08 | 24.24 | 72.03 | |
| ACLBackbone=BN-Inception, Venue=TMM’242026.06 | 68.83 | 80.11 | 35.73 | 24.95 | 71.29 | |
| IDMLBackbone=ResNet-50, Venue=TPAMI’232026.06 | 68.56 | 79.45 | 35.88 | 25.21 | 73.35 | |
| NIRBackbone=ResNet-50, Venue=CVPR’222026.06 | 68.49 | 79.86 | 34.94 | 24.04 | 72.09 | |
| HSEBackbone=ResNet-50, Venue=ICCV’232026.06 | 68.45 | 79.85 | 35.75 | 24.97 | 71.42 | |
| PLGBackbone=BN-Inception, Venue=CVPR’222026.06 | 68.25 | 79.92 | 34.12 | 24.33 | 71.52 | |
| HIERBackbone=ResNet-50, Venue=CVPR’232026.06 | 68.09 | 78.73 | 35.4 | 24.52 | 71.25 | |
| MFTBackbone=ResNet-50, Venue=ICLR’242026.06 | 67.92 | 79.11 | 37.12 | 26.73 | 68.58 | |
| DADABackbone=BN-Inception, Venue=AAAI’242026.06 | 67.89 | 79.84 | 35.66 | 25.72 | 72.01 | |
| NIRBackbone=BN-Inception, Venue=CVPR’222026.06 | 67.76 | 79.16 | 34.3 | 23.85 | 71.02 | |
| DCMLBackbone=BN-Inception, Venue=ICML’222026.06 | 67.73 | 79.86 | 35.99 | 25.28 | 72.08 | |
| DDMLBackbone=BN-Inception, Venue=AAAI’252026.06 | 67.71 | 79.23 | 35.68 | 25.12 | 71.71 | |
| MFTBackbone=BN-Inception, Venue=ICLR’242026.06 | 67.66 | 78.89 | 36.57 | 26.08 | 68.04 | |
| HISTBackbone=BN-Inception, Venue=CVPR’222026.06 | 67.48 | 79.02 | 33.13 | 23.54 | 70.69 | |
| DASBackbone=ResNet-50, Venue=ECCV’222026.06 | 67.35 | 78.53 | 33.18 | 23.68 | 71.21 | |
| DASBackbone=BN-Inception, Venue=ECCV’222026.06 | 64.89 | 77.7 | 32.18 | 22.95 | 70.24 |