Image Classification on CIFAR-10 (Top 1, Top 5)
84.17Top-1 AccuracySupervised
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SupervisedArch=RN18, Evaluation Protocol=Linear2026.04 | 84.17 | 98.97 | |
| SupervisedArch=RN18, Evaluation Protocol=K-NN2026.04 | 84.16 | 93.36 | |
| VICRegArch=RN18, Evaluation Protocol=Linear2026.04 | 74.72 | 98.14 | |
| Barlow TwinsArch=RN18, Evaluation Protocol=Linear2026.04 | 74.63 | 97.91 | |
| VICRegArch=RN18, Evaluation Protocol=K-NN2026.04 | 72.67 | 90.59 | |
| SimCLRArch=RN18, Evaluation Protocol=Linear2026.04 | 72.58 | 97.86 | |
| HyDeSArch=RN18, Evaluation Protocol=Linear2026.04 | 72.54 | 97.97 | |
| DINOArch=RN18, Evaluation Protocol=Linear2026.04 | 72.46 | 98.02 | |
| Barlow TwinsArch=RN18, Evaluation Protocol=K-NN2026.04 | 71.81 | 90.87 | |
| DINOArch=RN18, Evaluation Protocol=K-NN2026.04 | 70.07 | 90.34 | |
| BYOLArch=RN18, Evaluation Protocol=Linear2026.04 | 69.37 | 97.81 | |
| SimCLRArch=RN18, Evaluation Protocol=K-NN2026.04 | 69.16 | 90.25 | |
| HyDeSArch=RN18, Evaluation Protocol=K-NN2026.04 | 68.11 | 89.14 | |
| BYOLArch=RN18, Evaluation Protocol=K-NN2026.04 | 65.54 | 89.74 |