Fine-grained recognition on BREEDS NONLIVING-26 (test)
90.33AccuracyFine upper-bound
Evaluation Results
| Method | Links | |
|---|---|---|
| Fine upper-boundEvaluation Protocol (N-way)=5-way, Shot=1-shot, Backbone=ResNet-502023.11 | 90.33 | |
| Ours (PE-HCM)Evaluation Protocol (N-way)=5-way, Shot=1-shot, Backbone=ResNet-502023.11 | 89.97 | |
| SCGM-GEvaluation Protocol (N-way)=5-way, Shot=1-shot, Backbone=ResNet-502023.11 | 89.87 | |
| SCGM-AEvaluation Protocol (N-way)=5-way, Shot=1-shot, Backbone=ResNet-502023.11 | 88.78 | |
| ANCOR-fcEvaluation Protocol (N-way)=5-way, Shot=1-shot, Backbone=ResNet-502023.11 | 88.77 | |
| ANCOREvaluation Protocol (N-way)=5-way, Shot=1-shot, Backbone=ResNet-502023.11 | 86.23 | |
| MoCo-v2-ImageNetEvaluation Protocol (N-way)=5-way, Shot=1-shot, Backbone=ResNet-502023.11 | 77.07 | |
| SWAV-ImageNetEvaluation Protocol (N-way)=5-way, Shot=1-shot, Backbone=ResNet-502023.11 | 76.26 | |
| MoCo-v2Evaluation Protocol (N-way)=5-way, Shot=1-shot, Backbone=ResNet-502023.11 | 63.51 | |
| Fine upper-boundEvaluation Protocol (N-way)=all-way, Shot=1-shot, Backbone=ResNet-502023.11 | 60.68 | |
| Ours (PE-HCM)Evaluation Protocol (N-way)=all-way, Shot=1-shot, Backbone=ResNet-502023.11 | 50.12 | |
| SCGM-GEvaluation Protocol (N-way)=all-way, Shot=1-shot, Backbone=ResNet-502023.11 | 49.25 | |
| SCGM-AEvaluation Protocol (N-way)=all-way, Shot=1-shot, Backbone=ResNet-502023.11 | 46.93 | |
| ANCOR-fcEvaluation Protocol (N-way)=all-way, Shot=1-shot, Backbone=ResNet-502023.11 | 45.34 | |
| ANCOREvaluation Protocol (N-way)=all-way, Shot=1-shot, Backbone=ResNet-502023.11 | 43.1 | |
| MoCo-v2-ImageNetEvaluation Protocol (N-way)=all-way, Shot=1-shot, Backbone=ResNet-502023.11 | 34.78 | |
| SWAV-ImageNetEvaluation Protocol (N-way)=all-way, Shot=1-shot, Backbone=ResNet-502023.11 | 33.94 | |
| MoCo-v2Evaluation Protocol (N-way)=all-way, Shot=1-shot, Backbone=ResNet-502023.11 | 21.07 |