Image Classification on Flowers (Top-1 Accuracy, Delta)
95.4Top-1 AccuracySpiralFovea
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SpiralFoveaBackbone=DINO-ViT-S, Tokens=≤782026.07 | 95.4 | 1.8 | |
| SpiralFoveaBackbone=ViT-B/16, Tokens=≤782026.07 | 94.6 | 1.8 | |
| SpiralFoveaBackbone=ViT-S/16, Tokens=≤782026.07 | 93.8 | 2.3 | |
| UniformBackbone=DINO-ViT-S, Tokens=1962026.07 | 93.6 | — | |
| SpiralFoveaBackbone=ResNet-18, Tokens=≤782026.07 | 93.2 | 3.2 | |
| UniformBackbone=ViT-B/16, Tokens=1962026.07 | 92.8 | — | |
| UniformBackbone=ViT-S/16, Tokens=1962026.07 | 91.5 | — | |
| Mamba (uniform)Backbone=ResNet-182026.07 | 91.4 | 1.4 | |
| MLP headBackbone=ResNet-182026.07 | 90 | — |