WSI Subtyping on BRACS
78.1F1 ScoreASMIL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ASMILBackbone=ViT-S, Pre-training=SSL pretrained2026.03 | 78.1 | 91.4 | |
| AEMBackbone=ViT-S, Pre-training=SSL pretrained2026.03 | 74.2 | 90.5 | |
| ACMILBackbone=ViT-S, Pre-training=SSL pretrained2026.03 | 72.2 | 88.8 | |
| HDMILBackbone=ViT-S, Pre-training=SSL pretrained2026.03 | 71.7 | 87.4 | |
| CAMILBackbone=ViT-S, Pre-training=SSL pretrained2026.03 | 70.9 | 83.6 | |
| ABMILBackbone=ViT-S, Pre-training=SSL pretrained2026.03 | 68 | 86.6 | |
| IBMILBackbone=ViT-S, Pre-training=SSL pretrained2026.03 | 64.5 | 87.1 | |
| Clam-SBBackbone=ViT-S, Pre-training=SSL pretrained2026.03 | 63.1 | 86.3 | |
| TransMILBackbone=ViT-S, Pre-training=SSL pretrained2026.03 | 63.1 | 84.1 | |
| MHIM-MILBackbone=ViT-S, Pre-training=SSL pretrained2026.03 | 62.5 | 86.5 | |
| DTFD-MILBackbone=ViT-S, Pre-training=SSL pretrained2026.03 | 61.2 | 87 | |
| ASMILBackbone=ResNet-18, Pre-training=ImageNet Pretrained2026.03 | 60.1 | 81 | |
| HDMILBackbone=ResNet-18, Pre-training=ImageNet Pretrained2026.03 | 57.8 | 76.1 | |
| DSMILBackbone=ViT-S, Pre-training=SSL pretrained2026.03 | 57.7 | 81.6 | |
| CAMILBackbone=ResNet-18, Pre-training=ImageNet Pretrained2026.03 | 56.9 | 78.7 | |
| AEMBackbone=ResNet-18, Pre-training=ImageNet Pretrained2026.03 | 55.4 | 76.4 | |
| ACMILBackbone=ResNet-18, Pre-training=ImageNet Pretrained2026.03 | 55.2 | 75.4 | |
| ABMILBackbone=ResNet-18, Pre-training=ImageNet Pretrained2026.03 | 52.3 | 72.3 | |
| Clam-SBBackbone=ResNet-18, Pre-training=ImageNet Pretrained2026.03 | 52.1 | 75 | |
| DSMILBackbone=ResNet-18, Pre-training=ImageNet Pretrained2026.03 | 51.1 | 75.1 | |
| MHIM-MILBackbone=ResNet-18, Pre-training=ImageNet Pretrained2026.03 | 51.1 | 77.5 | |
| IBMILBackbone=ResNet-18, Pre-training=ImageNet Pretrained2026.03 | 51 | 72.6 | |
| DTFD-MILBackbone=ResNet-18, Pre-training=ImageNet Pretrained2026.03 | 46.9 | 71.7 | |
| TransMILBackbone=ResNet-18, Pre-training=ImageNet Pretrained2026.03 | 44.4 | 73.2 |