Fine-grained recognition on BREEDS ENTITY-13 (test)
94.72AccuracyFine upper-bound
Evaluation Results
| Method | Links | |
|---|---|---|
| Fine upper-boundEvaluation Protocol (N-way)=5-way, Shot=1-shot, Backbone=ResNet-502023.11 | 94.72 | |
| Ours (PE-HCM)Evaluation Protocol (N-way)=5-way, Shot=1-shot, Backbone=ResNet-502023.11 | 91.24 | |
| ANCOREvaluation Protocol (N-way)=5-way, Shot=1-shot, Backbone=ResNet-502023.11 | 90.58 | |
| SCGM-GEvaluation Protocol (N-way)=5-way, Shot=1-shot, Backbone=ResNet-502023.11 | 90.15 | |
| ANCOR-fcEvaluation Protocol (N-way)=5-way, Shot=1-shot, Backbone=ResNet-502023.11 | 89.05 | |
| SCGM-AEvaluation Protocol (N-way)=5-way, Shot=1-shot, Backbone=ResNet-502023.11 | 88.48 | |
| MoCo-v2-ImageNetEvaluation Protocol (N-way)=5-way, Shot=1-shot, Backbone=ResNet-502023.11 | 85.24 | |
| MoCo-v2Evaluation Protocol (N-way)=5-way, Shot=1-shot, Backbone=ResNet-502023.11 | 82 | |
| SWAV-ImageNetEvaluation Protocol (N-way)=5-way, Shot=1-shot, Backbone=ResNet-502023.11 | 81.15 | |
| Fine upper-boundEvaluation Protocol (N-way)=all-way, Shot=1-shot, Backbone=ResNet-502023.11 | 65.18 | |
| ANCOREvaluation Protocol (N-way)=all-way, Shot=1-shot, Backbone=ResNet-502023.11 | 42.29 | |
| Ours (PE-HCM)Evaluation Protocol (N-way)=all-way, Shot=1-shot, Backbone=ResNet-502023.11 | 41.64 | |
| SCGM-AEvaluation Protocol (N-way)=all-way, Shot=1-shot, Backbone=ResNet-502023.11 | 41.07 | |
| SCGM-GEvaluation Protocol (N-way)=all-way, Shot=1-shot, Backbone=ResNet-502023.11 | 40 | |
| ANCOR-fcEvaluation Protocol (N-way)=all-way, Shot=1-shot, Backbone=ResNet-502023.11 | 38.52 | |
| MoCo-v2-ImageNetEvaluation Protocol (N-way)=all-way, Shot=1-shot, Backbone=ResNet-502023.11 | 35.62 | |
| SWAV-ImageNetEvaluation Protocol (N-way)=all-way, Shot=1-shot, Backbone=ResNet-502023.11 | 33.57 | |
| MoCo-v2Evaluation Protocol (N-way)=all-way, Shot=1-shot, Backbone=ResNet-502023.11 | 33.06 |