Image Classification on Imagenette (Specific Corruption Robustness Accuracies)
82Additive Top-1 AccTIACam
Evaluation Results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| TIACamProtocol=Linear evaluation2026.02 | 82 | 95.4 | 81.2 | 94.6 | 80.3 | 93.9 | 81 | 94.2 | 79.8 | 93.1 | 80.5 | 93.6 | |
| VICRegProtocol=Linear evaluation2026.02 | 75.6 | 90.3 | 74.4 | 87.4 | 73.4 | 88.5 | 74.1 | 89 | 72.7 | 87.4 | 73.5 | 88.1 | |
| VIbCRegProtocol=Linear evaluation2026.02 | 74.3 | 85.1 | 72.6 | 84.4 | 76.9 | 87.4 | 66.1 | 88.6 | 76.3 | 81.7 | 74.7 | 84.5 | |
| Barlow TwinsProtocol=Linear evaluation2026.02 | 72.7 | 87.5 | 74.6 | 86.6 | 72.5 | 87.8 | 73.4 | 88.3 | 72 | 87 | 72.8 | 87.5 | |
| BYOLProtocol=Linear evaluation2026.02 | 72.2 | 86.1 | 72 | 83 | 73 | 88.2 | 73.8 | 88.9 | 72.4 | 87.1 | 73.2 | 87.9 | |
| SimCLRProtocol=Linear evaluation2026.02 | 65.3 | 80 | 73.1 | 83.2 | 72.2 | 87.5 | 73 | 88.1 | 71.7 | 86.8 | 72.5 | 87.3 |