Image Classification on CUB-200 OOD (7 withheld species) 2011 (Zero-Shot)
85.1OOD Genus AccuracyConveyance
Evaluation results
| Method | Links | |
|---|---|---|
| ConveyanceComplexity=O(B · C), Zero-shot=true2026.05 | 85.1 | |
| CE+SupCon LossComplexity=O(B² · D + B · C), Zero-shot=true2026.05 | 84.1 | |
| Label SmoothingComplexity=O(B · C), Zero-shot=true2026.05 | 81.2 | |
| CE+Triplet LossComplexity=O(B² · D + B · C), Zero-shot=true2026.05 | 80.9 | |
| CEComplexity=O(B · C), Zero-shot=true2026.05 | 78 |