Image Classification on CIFAR-100 (test) (Top-1/Top-5 Accuracy)
71.91Top-1 AccuracyPoSFormer
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PoSFormerTraining=from scratch, Orthogonality loss coefficient (λo)=1.02026.05 | 71.91 | 90.17 | |
| PoSFormerTraining=from scratch, Orthogonality loss coefficient (λo)=0.12026.05 | 71.61 | 90.11 | |
| BaselineTraining=from scratch2026.05 | 69.35 | 89.09 | |
| RAHAImage Resolution=32×32, # Pairs=100, Evaluation Protocol=Prompted zero-shot2026.06 | 15.6 | — | |
| CovMatchImage Resolution=32×32, # Pairs=100, Evaluation Protocol=Prompted zero-shot2026.06 | 14.55 | — |