Image Classification on ImageNet 20 Dp: CIFAR10 downstream (test)
93.88Balanced AccuracyZePAD (MoCo3)
Evaluation Results
| Method | Links | |
|---|---|---|
| ZePAD (MoCo3)SSL Framework=MoCo32026.02 | 93.88 | |
| ZePAD (MoCo2+)SSL Framework=MoCo2+2026.02 | 93.46 | |
| ZePAD (SupCon)SSL Framework=SupCon2026.02 | 93.44 | |
| ZePAD (NNCLR)SSL Framework=NNCLR2026.02 | 93.39 | |
| ZePAD (VibCreg)SSL Framework=VibCreg2026.02 | 93.12 | |
| ZePAD (SimCLR)SSL Framework=SimCLR2026.02 | 93.07 | |
| ZePAD (BYOL)SSL Framework=BYOL2026.02 | 93.05 | |
| ZePAD (DINO)SSL Framework=DINO2026.02 | 93.05 | |
| ZePAD (W-MSE)SSL Framework=W-MSE2026.02 | 93.03 | |
| ZePAD (SwAV)SSL Framework=SwAV2026.02 | 93.02 | |
| ZePAD (RESSL)SSL Framework=RESSL2026.02 | 92.43 | |
| ZePAD (MoCo2+)SSL Framework=MoCo2+2026.02 | 74.45 | |
| ZePAD (MoCo3)SSL Framework=MoCo32026.02 | 74.45 | |
| ZePAD (SimCLR)SSL Framework=SimCLR2026.02 | 74.08 | |
| ZePAD (W-MSE)SSL Framework=W-MSE2026.02 | 73.93 | |
| ZePAD (VibCreg)SSL Framework=VibCreg2026.02 | 73.41 | |
| ZePAD (DINO)SSL Framework=DINO2026.02 | 73.35 | |
| VibCreg (Baseline)SSL Framework=VibCreg2026.02 | 73.35 | |
| ZePAD (NNCLR)SSL Framework=NNCLR2026.02 | 73.09 | |
| ZePAD (SwAV)SSL Framework=SwAV2026.02 | 72.94 | |
| ZePAD (BYOL)SSL Framework=BYOL2026.02 | 72.88 | |
| ZePAD (SupCon)SSL Framework=SupCon2026.02 | 72.54 | |
| ZePAD (RESSL)SSL Framework=RESSL2026.02 | 72.39 | |
| NNCLR (Baseline)SSL Framework=NNCLR2026.02 | 72.38 | |
| MoCo3 (Baseline)SSL Framework=MoCo32026.02 | 72.37 | |
| DINO (Baseline)SSL Framework=DINO2026.02 | 71.75 | |
| SupCon (Baseline)SSL Framework=SupCon2026.02 | 71.35 | |
| RESSL (Baseline)SSL Framework=RESSL2026.02 | 71.2 | |
| SimCLR (Baseline)SSL Framework=SimCLR2026.02 | 70.56 | |
| MoCo2+ (Baseline)SSL Framework=MoCo2+2026.02 | 70.35 | |
| BYOL (Baseline)SSL Framework=BYOL2026.02 | 68.6 | |
| SwAV (Baseline)SSL Framework=SwAV2026.02 | 68.46 | |
| BYOL (Baseline)SSL Framework=BYOL2026.02 | 67.47 | |
| DINO (Baseline)SSL Framework=DINO2026.02 | 66.45 | |
| MoCo2+ (Baseline)SSL Framework=MoCo2+2026.02 | 66.22 | |
| NNCLR (Baseline)SSL Framework=NNCLR2026.02 | 65.94 | |
| MoCo3 (Baseline)SSL Framework=MoCo32026.02 | 65 | |
| SwAV (Baseline)SSL Framework=SwAV2026.02 | 63.01 | |
| VibCreg (Baseline)SSL Framework=VibCreg2026.02 | 62.31 | |
| RESSL (Baseline)SSL Framework=RESSL2026.02 | 61.95 | |
| W-MSE (Baseline)SSL Framework=W-MSE2026.02 | 59.01 | |
| SupCon (Baseline)SSL Framework=SupCon2026.02 | 58.87 | |
| SimCLR (Baseline)SSL Framework=SimCLR2026.02 | 57.74 | |
| W-MSE (Baseline)SSL Framework=W-MSE2026.02 | 56.52 |