Image Classification on PCam (Top-1 Accuracy, Delta)
91Top-1 AccuracySpiralFovea
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SpiralFoveaBackbone=DINO-ViT-S, Tokens=≤782026.07 | 91 | 0.8 | |
| SpiralFoveaBackbone=ViT-B/16, Tokens=≤782026.07 | 90.5 | 1.1 | |
| UniformBackbone=DINO-ViT-S, Tokens=1962026.07 | 90.2 | — | |
| SpiralFoveaBackbone=ViT-S/16, Tokens=≤782026.07 | 90.1 | 1.6 | |
| UniformBackbone=ViT-B/16, Tokens=1962026.07 | 89.4 | — | |
| SpiralFoveaBackbone=ResNet-18, Tokens=≤782026.07 | 89.3 | 2.3 | |
| UniformBackbone=ViT-S/16, Tokens=1962026.07 | 88.5 | — | |
| Mamba (uniform)Backbone=ResNet-182026.07 | 88.1 | 1.1 | |
| MLP headBackbone=ResNet-182026.07 | 87 | — |