Image Classification on CIFAR10 downstream (test)
96.22Balanced AccuracySupCon (Baseline)
Evaluation Results
| Method | Links | |
|---|---|---|
| SupCon (Baseline)SSL Framework=SupCon, Setting=semi-black-box2026.02 | 96.22 | |
| ZePAD (SimCLR)SSL Framework=SimCLR, Setting=semi-black-box2026.02 | 95.05 | |
| MoCo2+ (Baseline)SSL Framework=MoCo2+, Setting=semi-black-box2026.02 | 95.03 | |
| MoCo3 (Baseline)SSL Framework=MoCo3, Setting=semi-black-box2026.02 | 94.71 | |
| BYOL (Baseline)SSL Framework=BYOL, Setting=semi-black-box2026.02 | 94.39 | |
| ZePAD (MoCo3)SSL Framework=MoCo3, Setting=semi-black-box2026.02 | 94.27 | |
| ZePAD (NNCLR)SSL Framework=NNCLR, Setting=semi-black-box2026.02 | 93.96 | |
| ZePAD (MoCo2+)SSL Framework=MoCo2+, Setting=semi-black-box2026.02 | 93.79 | |
| NNCLR (Baseline)SSL Framework=NNCLR, Setting=semi-black-box2026.02 | 93.77 | |
| SimCLR (Baseline)SSL Framework=SimCLR, Setting=semi-black-box2026.02 | 93.56 | |
| ZePAD (SwAV)SSL Framework=SwAV, Setting=semi-black-box2026.02 | 93.51 | |
| ZePAD (BYOL)SSL Framework=BYOL, Setting=semi-black-box2026.02 | 93.49 | |
| ZePAD (W-MSE)SSL Framework=W-MSE, Setting=semi-black-box2026.02 | 93.42 | |
| ZePAD (DINO)SSL Framework=DINO, Setting=semi-black-box2026.02 | 93.36 | |
| ZePAD (VibCreg)SSL Framework=VibCreg, Setting=semi-black-box2026.02 | 93.12 | |
| ZePAD (RESSL)SSL Framework=RESSL, Setting=semi-black-box2026.02 | 92.87 | |
| RESSL (Baseline)SSL Framework=RESSL, Setting=semi-black-box2026.02 | 92.73 | |
| ZePAD (SupCon)SSL Framework=SupCon, Setting=semi-black-box2026.02 | 92.39 | |
| VibCreg (Baseline)SSL Framework=VibCreg, Setting=semi-black-box2026.02 | 92.39 | |
| SwAV (Baseline)SSL Framework=SwAV, Setting=semi-black-box2026.02 | 92.29 | |
| DINO (Baseline)SSL Framework=DINO, Setting=semi-black-box2026.02 | 91.43 | |
| W-MSE (Baseline)SSL Framework=W-MSE, Setting=semi-black-box2026.02 | 90.17 |