Image Classification on ANIMALS10 Dp: ImageNet (downstream test)
98.61BAZePAD (VibCreg)
Evaluation Results
| Method | Links | |
|---|---|---|
| ZePAD (VibCreg)SSL Framework=VibCreg2026.02 | 98.61 | |
| ZePAD (SupCon)SSL Framework=SupCon2026.02 | 98.55 | |
| ZePAD (MoCo3)SSL Framework=MoCo32026.02 | 98.35 | |
| ZePAD (NNCLR)SSL Framework=NNCLR2026.02 | 98.3 | |
| ZePAD (DINO)SSL Framework=DINO2026.02 | 98.18 | |
| ZePAD (RESSL)SSL Framework=RESSL2026.02 | 98.05 | |
| ZePAD (SimCLR)SSL Framework=SimCLR2026.02 | 97.86 | |
| ZePAD (SwAV)SSL Framework=SwAV2026.02 | 97.73 | |
| ZePAD (BYOL)SSL Framework=BYOL2026.02 | 97.7 | |
| ZePAD (MoCo2+)SSL Framework=MoCo2+2026.02 | 97.7 | |
| ZePAD (W-MSE)SSL Framework=W-MSE2026.02 | 97.28 | |
| VibCreg (Baseline)SSL Framework=VibCreg2026.02 | 76.57 | |
| SupCon (Baseline)SSL Framework=SupCon2026.02 | 74.65 | |
| SimCLR (Baseline)SSL Framework=SimCLR2026.02 | 70.69 | |
| NNCLR (Baseline)SSL Framework=NNCLR2026.02 | 68.81 | |
| MoCo3 (Baseline)SSL Framework=MoCo32026.02 | 68.31 | |
| MoCo2+ (Baseline)SSL Framework=MoCo2+2026.02 | 65.86 | |
| RESSL (Baseline)SSL Framework=RESSL2026.02 | 64.75 | |
| BYOL (Baseline)SSL Framework=BYOL2026.02 | 63.82 | |
| DINO (Baseline)SSL Framework=DINO2026.02 | 62.19 | |
| SwAV (Baseline)SSL Framework=SwAV2026.02 | 61.75 | |
| W-MSE (Baseline)SSL Framework=W-MSE2026.02 | 48.53 |