Classification on MIL brain MRI dataset (test)
68.3AUROCkViT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| kViTUndersampling rate=162026.01 | 68.3 | 57.6 | |
| ViT-TinyUndersampling rate=22026.01 | 67 | 53.4 | |
| ViT-TinyUndersampling rate=42026.01 | 66.5 | 52.1 | |
| ViT-TinyUndersampling rate=62026.01 | 66.1 | 52.7 | |
| ViT-TinyUndersampling rate=82026.01 | 66.1 | 51.3 | |
| ViT-TinyUndersampling rate=02026.01 | 65.4 | 51.4 | |
| kViTUndersampling rate=22026.01 | 65.1 | 54.5 | |
| kViTUndersampling rate=122026.01 | 64.6 | 53.1 | |
| kViTUndersampling rate=02026.01 | 64.5 | 54.1 | |
| ResNet50Undersampling rate=02026.01 | 64.3 | 53 | |
| kViTUndersampling rate=242026.01 | 64.3 | 54.3 | |
| ResNet50Undersampling rate=22026.01 | 63.8 | 51.4 | |
| kViTUndersampling rate=42026.01 | 63.4 | 54.7 | |
| ResNet50Undersampling rate=162026.01 | 63.3 | 48.8 | |
| kViTUndersampling rate=62026.01 | 63 | 53.4 | |
| ResNet50Undersampling rate=42026.01 | 62.9 | 50.6 | |
| ViT-TinyUndersampling rate=102026.01 | 62.7 | 48.9 | |
| kViTUndersampling rate=82026.01 | 62.6 | 52.8 | |
| ResNet50Undersampling rate=62026.01 | 62.1 | 50.3 | |
| kViTUndersampling rate=102026.01 | 62.1 | 52.7 | |
| ResNet50Undersampling rate=82026.01 | 61.9 | 49.7 | |
| ResNet50Undersampling rate=122026.01 | 61.9 | 47.6 | |
| ResNet50Undersampling rate=102026.01 | 61.8 | 49 | |
| EfficientNetUndersampling rate=242026.01 | 58.8 | 48.9 | |
| ResNet50Undersampling rate=242026.01 | 58.6 | 45 | |
| ViT-TinyUndersampling rate=122026.01 | 57 | 45.6 | |
| ViT-TinyUndersampling rate=162026.01 | 55.2 | 44.7 | |
| EfficientNetUndersampling rate=162026.01 | 55 | 45.3 | |
| EfficientNetUndersampling rate=62026.01 | 54.6 | 46.1 | |
| EfficientNetUndersampling rate=22026.01 | 54.5 | 45 | |
| EfficientNetUndersampling rate=122026.01 | 54.4 | 44.5 | |
| EfficientNetUndersampling rate=82026.01 | 54.1 | 43.8 | |
| ViT-TinyUndersampling rate=242026.01 | 53.3 | 43 | |
| EfficientNetUndersampling rate=02026.01 | 52.8 | 44.9 | |
| EfficientNetUndersampling rate=42026.01 | 51.8 | 44.7 | |
| EfficientNetUndersampling rate=102026.01 | 51.2 | 42.7 |