Food Recognition on ISIA Food-500 (test)
65.4AccuracyTPSKG
Evaluation Results
| Method | Links | |
|---|---|---|
| TPSKGBackbone=ViT-B-16, Resolution=448 x 4482021.07 | 65.4 | |
| SGLANetBackbone=SENet-154, Resolution=224 x 2242021.07 | 64.7 | |
| DCLBackbone=ResNet-152, Resolution=448 x 4482021.07 | 64.1 | |
| SENet-154Backbone=SENet-154, Resolution=224 x 2242021.07 | 63.8 | |
| NTS-NETBackbone=ResNet-152, Resolution=448 x 4482021.07 | 63.7 | |
| WS-DANBackbone=Inception-v3, Resolution=299 x 2992021.07 | 60.7 | |
| NAS-NETBackbone=ResNet-152, Resolution=331 x 3312021.07 | 60.7 | |
| VLPCookBackbone=ViT, Linear probing=true, Frozen backbone=true2022.12 | 60.3 | |
| WRN-50Backbone=WRN-50, Resolution=224 x 2242021.07 | 60.1 | |
| ViTBackbone=ViT-B-16, Resolution=448 x 4482021.07 | 59.9 | |
| H-T (ViT)Backbone=ViT, Linear probing=true, Frozen backbone=true2022.12 | 57.562 | |
| ResNet-152Backbone=ResNet-152, Resolution=224 x 2242021.07 | 57 | |
| ViT-ResNet-50Backbone=ViT&ResNet-50, Resolution=448 x 4482021.07 | 52.7 | |
| ImageNet (ViT)Backbone=ViT, Linear probing=true, Frozen backbone=true2022.12 | 52.34 |