Image Classification on CIFAR-100-LT (R=10, mild) (test)
3.19ECEFeatClip
Evaluation results
| Method | Links | |
|---|---|---|
| FeatClipBackbone=ViT-S2026.06 | 3.19 | |
| QaTSBackbone=ViT-S2026.06 | 3.4 | |
| QaTSBackbone=ViT-B2026.06 | 3.5 | |
| QaTSBackbone=RN-182026.06 | 3.54 | |
| QaTSBackbone=DN-1212026.06 | 3.6 | |
| FeatClipBackbone=ViT-B2026.06 | 3.66 | |
| QaTSBackbone=RN-502026.06 | 3.76 | |
| FeatClipBackbone=RN-182026.06 | 4.73 | |
| IRBackbone=ViT-B2026.06 | 5.24 | |
| IRBackbone=RN-182026.06 | 5.31 | |
| IRBackbone=RN-502026.06 | 5.37 | |
| IRBackbone=DN-1212026.06 | 5.4 | |
| IRBackbone=ViT-S2026.06 | 5.8 | |
| FeatClipBackbone=DN-1212026.06 | 6.59 | |
| FeatClipBackbone=RN-502026.06 | 6.62 | |
| GCBackbone=RN-182026.06 | 6.78 | |
| GCBackbone=DN-1212026.06 | 7.38 | |
| GCBackbone=RN-502026.06 | 8.05 | |
| GCBackbone=ViT-S2026.06 | 8.36 | |
| GCBackbone=ViT-B2026.06 | 12.6 | |
| AdaTSBackbone=RN-182026.06 | 15.43 | |
| AdaTSBackbone=DN-1212026.06 | 15.83 | |
| AdaTSBackbone=RN-502026.06 | 16.68 | |
| AdaTSBackbone=ViT-S2026.06 | 16.75 | |
| TSBackbone=RN-182026.06 | 18.2 | |
| TSBackbone=DN-1212026.06 | 18.24 | |
| TSBackbone=ViT-S2026.06 | 19.07 | |
| UncalBackbone=RN-182026.06 | 19.11 | |
| UncalBackbone=DN-1212026.06 | 19.13 | |
| UncalBackbone=ViT-S2026.06 | 19.14 | |
| TSBackbone=RN-502026.06 | 19.23 | |
| UncalBackbone=RN-502026.06 | 19.53 | |
| AdaTSBackbone=ViT-B2026.06 | 21.91 | |
| UncalBackbone=ViT-B2026.06 | 24.12 | |
| TSBackbone=ViT-B2026.06 | 24.18 |