Object Classification on Food-101
0.47SURF MAESAE
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SAEBackbone=VGG11, Pre-training=ImageNet, Evaluation Protocol=Fine-tuned, K=52025.04 | 0.47 | 0.567 | 62.4 | 0.504 | |
| MCDBackbone=VGG11, Pre-training=ImageNet, Evaluation Protocol=Fine-tuned2025.04 | 1.95 | 0.738 | 83.3 | 0.306 | |
| CRAFTBackbone=VGG11, Pre-training=ImageNet, Evaluation Protocol=Fine-tuned2025.04 | 2.5 | 0.844 | 51 | 0.214 | |
| CDISCOBackbone=VGG11, Pre-training=ImageNet, Evaluation Protocol=Fine-tuned2025.04 | 2.89 | 0.936 | 0.4 | -0.01 | |
| C-SHAPBackbone=VGG11, Pre-training=ImageNet, Evaluation Protocol=Fine-tuned2025.04 | 3.28 | 0.884 | 1.1 | 0 | |
| ICEBackbone=VGG11, Pre-training=ImageNet, Evaluation Protocol=Fine-tuned2025.04 | 3.58 | 0.616 | 93.7 | 0.498 |