Image Classification on WikiArt Style
89.5Top-1 AccuracySpiralFovea
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SpiralFoveaBackbone=DINO-ViT-S, Tokens=≤782026.07 | 89.5 | 1.9 | |
| SpiralFoveaBackbone=ViT-B/16, Tokens=≤782026.07 | 88.5 | 2.1 | |
| SpiralFoveaBackbone=ViT-S/16, Tokens=≤782026.07 | 87.9 | 2.1 | |
| UniformBackbone=DINO-ViT-S, Tokens=1962026.07 | 87.6 | — | |
| SpiralFoveaBackbone=ResNet-18, Tokens=≤782026.07 | 87.1 | 3.1 | |
| UniformBackbone=ViT-B/16, Tokens=1962026.07 | 86.4 | — | |
| UniformBackbone=ViT-S/16, Tokens=1962026.07 | 85.8 | — | |
| Mamba (uniform)Backbone=ResNet-182026.07 | 85.3 | 1.3 | |
| MLP headBackbone=ResNet-182026.07 | 84 | — |