Species Recognition on iNATURALIST ResNet-50 (test)
49Hit@1LogitAdj
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| LogitAdjBackbone=ResNet-50, Shortlist size=102026.04 | 49 | 74.7 | 64.8 | 41.7 | 58.9 | 9.7 | |
| REPAIRBackbone=ResNet-50, Shortlist size=102026.04 | 49 | 75.6 | 65.2 | 42.2 | 58.4 | 13.8 | |
| ClasswiseBackbone=ResNet-50, Shortlist size=102026.04 | 48.8 | 74.5 | 64.6 | 41.1 | 59.3 | 7.4 | |
| τ-normBackbone=ResNet-50, Shortlist size=102026.04 | 48.1 | 73.7 | 64 | 40 | 59.2 | 10.5 | |
| BaseBackbone=ResNet-50, Shortlist size=102026.04 | 47 | 71.7 | 62.7 | 37.5 | 60 | — |