Image Classification on CIFAR-100 (Perturbation Robustness Accuracy)
81.5Additive Top-1 AccTIACam
Evaluation results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| TIACamProtocol=Linear evaluation2026.02 | 81.5 | 95.1 | 77.7 | 94.2 | 83.8 | 93.6 | 73.2 | 85 | 83.9 | 89.8 | 82.6 | 93.4 | |
| BYOLProtocol=Linear evaluation2026.02 | 75.5 | 89.2 | 73.4 | 88.1 | 72.6 | 87.3 | 61.7 | 78 | 74 | 86.2 | 73.9 | 87.1 | |
| VICRegProtocol=Linear evaluation2026.02 | 74.2 | 84.5 | 70.9 | 90.4 | 73.9 | 87.4 | 65.1 | 78.6 | 71.3 | 83.7 | 78.1 | 87.5 | |
| VIbCRegProtocol=Linear evaluation2026.02 | 72.9 | 88.5 | 72.9 | 88.4 | 76.9 | 87.4 | 66.1 | 82.6 | 76.3 | 81.7 | 77.1 | 87.5 | |
| SimCLRProtocol=Linear evaluation2026.02 | 72.1 | 83.3 | 71 | 79.1 | 70.5 | 86.7 | 62.4 | 76.5 | 70.2 | 81.9 | 71.3 | 86.8 | |
| Barlow TwinsProtocol=Linear evaluation2026.02 | 71.8 | 88.7 | 69.6 | 85.7 | 72.9 | 86.9 | 65.8 | 77.6 | 75.5 | 87 | 78.2 | 86.6 |