Image Classification on CUB-200 193 in-distribution classes 2011 (test)
85.2Species AccuracyCE+SupCon Loss
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CE+SupCon LossComplexity=O(B² · D + B · C)2026.05 | 85.2 | 90.8 | |
| CE+Triplet LossComplexity=O(B² · D + B · C)2026.05 | 85 | 90.4 | |
| ConveyanceComplexity=O(B · C)2026.05 | 84.9 | 90.9 | |
| CEComplexity=O(B · C)2026.05 | 84.7 | 90.2 | |
| Label SmoothingComplexity=O(B · C)2026.05 | 84.6 | 90.2 |