Image Classification on CCC
66.16Accuracy (Easy)REM
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| REMBackbone=ViT-B-162026.03 | 66.16 | 57.99 | 10.97 | 45.04 | |
| CMFBackbone=ViT-B-162026.03 | 61.52 | 51.5 | 1.79 | 38.27 | |
| ROID + ASRBackbone=ViT-B-162026.03 | 61.48 | 53.55 | 28.09 | 47.71 | |
| ROIDBackbone=ViT-B-162026.03 | 60.85 | 52.19 | 14.3 | 42.45 | |
| ROID + RDumbBackbone=ViT-B-162026.03 | 60.6 | 51.68 | 25.72 | 46 | |
| ETA + ASRBackbone=ViT-B-162026.03 | 60.58 | 51.63 | 24.45 | 45.55 | |
| ETA + RDumbBackbone=ViT-B-162026.03 | 59.99 | 50.5 | 23.27 | 44.58 | |
| SourceBackbone=ViT-B-162026.03 | 54.92 | 41.74 | 14.83 | 37.16 | |
| C-MAEBackbone=ViT-B-162026.03 | 51.15 | 43.48 | 26.92 | 40.52 | |
| RDumb2026.06 | 49.3 | 38.9 | 9.6 | 32.6 | |
| TCA2026.06 | 49.1 | 39.5 | 10.1 | 32.9 | |
| ROID+DO-ALL2026.06 | 48.9 | 39.6 | 15.5 | 34.7 | |
| ROIDreproduced=true2026.06 | 48.5 | 39.2 | 13.2 | 33.6 | |
| EATA2026.06 | 48.2 | 35.4 | 8.7 | 30.8 | |
| SANTA2026.06 | 47.8 | 32.7 | 9.1 | 29.9 | |
| ETABackbone=ViT-B-162026.03 | 45.07 | 33.71 | 1.22 | 26.67 | |
| ETA2026.06 | 41.4 | 1.1 | 0.2 | 14.2 | |
| CoTTA2026.06 | 14.9 | 7.7 | 1.1 | 7.9 |