WSI Classification on PANDA (Top-1 Macro avg F-1 score)
64Top-1 Macro Avg F1MoCoV2-ResNet50
Evaluation results
| Method | Links | |
|---|---|---|
| MoCoV2-ResNet502023.11 | 64 | |
| Barlow-Twins-ResNet502023.11 | 62 | |
| PathDino-5122023.11 | 59 | |
| KimiaNet2023.11 | 58 | |
| PLIP2023.11 | 56 | |
| iBOT-Path2023.11 | 52 | |
| DinoSSLPathology-82023.11 | 46 | |
| PathDino-2242023.11 | 45 | |
| EfficientNet-b52023.11 | 35 | |
| DinoV1-ViT-b162023.11 | 35 | |
| DinoV1-ViT-s162023.11 | 34 | |
| CLIP - ViT-B/162023.11 | 34 | |
| ConvNext-xlarge2023.11 | 33 | |
| MuDiPath-ResNet502023.11 | 33 | |
| MuDiPath-DenseNet-1012023.11 | 33 | |
| ConvNext-b-2242023.11 | 31 | |
| BiomedCLIP2023.11 | 31 | |
| ResNet502023.11 | 29 | |
| EfficientNet-b3-2882023.11 | 29 | |
| HIPT-ViT-s162023.11 | 29 | |
| ViT-b16-2242023.11 | 28 | |
| DinoV2-ViT-b142023.11 | 28 | |
| DenseNet1212023.11 | 27 |