Image Classification on Food101N Imbalance Factor 20, raw noise (test)
85.3Top-1 AccuracyCLIP+LA w. CARE
Evaluation Results
| Method | Links | |
|---|---|---|
| CLIP+LA w. CAREFramework=CARE2026.05 | 85.3 | |
| CLIP+LA2026.05 | 84.8 | |
| CLIP+RLA*2026.05 | 84.1 | |
| CLIP+CE w. CAREFramework=CARE2026.05 | 81.6 | |
| CLIP+CE2026.05 | 81.3 | |
| SSBL22026.05 | 74.4 | |
| DivideMix-LA2026.05 | 71.5 | |
| H2E2026.05 | 70.4 | |
| CLIPmode=zero-shot2026.05 | 69 | |
| LA2026.05 | 64.2 | |
| DivideMix-DRW2026.05 | 64.2 | |
| DivideMix2026.05 | 64 | |
| ELR+2026.05 | 58.6 | |
| MW-Net2026.05 | 56.7 | |
| HAR-DRW2026.05 | 54.1 |