Image Classification on ANIMALS10 CIFAR10 downstream (test)
98.86BAZePAD (VibCreg)
Evaluation Results
| Method | Links | |
|---|---|---|
| ZePAD (VibCreg)SSL Framework=VibCreg2026.02 | 98.86 | |
| ZePAD (RESSL)SSL Framework=RESSL2026.02 | 98.67 | |
| ZePAD (MoCo2+)SSL Framework=MoCo2+2026.02 | 98.56 | |
| ZePAD (MoCo3)SSL Framework=MoCo32026.02 | 98.41 | |
| ZePAD (BYOL)SSL Framework=BYOL2026.02 | 98.29 | |
| ZePAD (SwAV)SSL Framework=SwAV2026.02 | 98.07 | |
| ZePAD (SimCLR)SSL Framework=SimCLR2026.02 | 97.92 | |
| ZePAD (NNCLR)SSL Framework=NNCLR2026.02 | 97.84 | |
| ZePAD (SupCon)SSL Framework=SupCon2026.02 | 97.79 | |
| ZePAD (DINO)SSL Framework=DINO2026.02 | 97.76 | |
| ZePAD (W-MSE)SSL Framework=W-MSE2026.02 | 97.35 | |
| VibCreg (Baseline)SSL Framework=VibCreg2026.02 | 94.7 | |
| NNCLR (Baseline)SSL Framework=NNCLR2026.02 | 91.22 | |
| SimCLR (Baseline)SSL Framework=SimCLR2026.02 | 90.82 | |
| BYOL (Baseline)SSL Framework=BYOL2026.02 | 90.22 | |
| SwAV (Baseline)SSL Framework=SwAV2026.02 | 89.16 | |
| SupCon (Baseline)SSL Framework=SupCon2026.02 | 88.23 | |
| MoCo3 (Baseline)SSL Framework=MoCo32026.02 | 88.05 | |
| MoCo2+ (Baseline)SSL Framework=MoCo2+2026.02 | 88.03 | |
| RESSL (Baseline)SSL Framework=RESSL2026.02 | 87.86 | |
| DINO (Baseline)SSL Framework=DINO2026.02 | 85.01 | |
| W-MSE (Baseline)SSL Framework=W-MSE2026.02 | 80.39 |