Image Classification on ImageNet 20 (test)
75.69Balanced AccuracyZePAD (MoCo3)
Evaluation Results
| Method | Links | |
|---|---|---|
| ZePAD (MoCo3)SSL Framework=MoCo32026.02 | 75.69 | |
| ZePAD (MoCo2+)SSL Framework=MoCo2+2026.02 | 75.34 | |
| ZePAD (SimCLR)SSL Framework=SimCLR2026.02 | 73.97 | |
| ZePAD (RESSL)SSL Framework=RESSL2026.02 | 73.16 | |
| ZePAD (NNCLR)SSL Framework=NNCLR2026.02 | 72.99 | |
| ZePAD (W-MSE)SSL Framework=W-MSE2026.02 | 72.8 | |
| ZePAD (BYOL)SSL Framework=BYOL2026.02 | 72.75 | |
| ZePAD (DINO)SSL Framework=DINO2026.02 | 72.33 | |
| ZePAD (SwAV)SSL Framework=SwAV2026.02 | 71.91 | |
| ZePAD (SupCon)SSL Framework=SupCon2026.02 | 71.2 | |
| ZePAD (VibCreg)SSL Framework=VibCreg2026.02 | 69.81 | |
| SimCLR (Baseline)SSL Framework=SimCLR2026.02 | 56.44 | |
| NNCLR (Baseline)SSL Framework=NNCLR2026.02 | 56.18 | |
| MoCo3 (Baseline)SSL Framework=MoCo32026.02 | 54.36 | |
| VibCreg (Baseline)SSL Framework=VibCreg2026.02 | 54.06 | |
| MoCo2+ (Baseline)SSL Framework=MoCo2+2026.02 | 52.35 | |
| RESSL (Baseline)SSL Framework=RESSL2026.02 | 51.49 | |
| DINO (Baseline)SSL Framework=DINO2026.02 | 51.13 | |
| BYOL (Baseline)SSL Framework=BYOL2026.02 | 48.76 | |
| SwAV (Baseline)SSL Framework=SwAV2026.02 | 47.84 | |
| SupCon (Baseline)SSL Framework=SupCon2026.02 | 47.4 | |
| W-MSE (Baseline)SSL Framework=W-MSE2026.02 | 35.64 |