WSI-level retrieval on Private-Skin (Internal)
81MV@3 AccuracyKimiaNet
Evaluation Results
| Method | Links | |
|---|---|---|
| KimiaNetPre-training domain=Histopathology, Architecture type=CNN-based2023.11 | 81 | |
| iBOT-PathPre-training domain=Histopathology, Architecture type=Transformer2023.11 | 80 | |
| DinoSSLPathology-8Pre-training domain=Histopathology, Architecture type=Transformer2023.11 | 80 | |
| PathDino-224Pre-training domain=Histopathology, Architecture type=Transformer, Resolution=2242023.11 | 80 | |
| PathDino-512Pre-training domain=Histopathology, Architecture type=Transformer, Resolution=5122023.11 | 80 | |
| ConvNext-xlargePre-training domain=Natural, Architecture type=CNN-based2023.11 | 79 | |
| CLIP-ViT-B/16Pre-training domain=Natural, Architecture type=Transformer2023.11 | 79 | |
| PLIPPre-training domain=Histopathology, Architecture type=Transformer2023.11 | 79 | |
| ConvNext-b-224Pre-training domain=Natural, Architecture type=CNN-based, Resolution=2242023.11 | 78 | |
| MoCoV2-ResNet50Pre-training domain=Histopathology, Architecture type=CNN-based2023.11 | 78 | |
| MuDiPath-ResNet50Pre-training domain=Histopathology, Architecture type=CNN-based2023.11 | 78 | |
| BiomedCLIPPre-training domain=Histopathology, Architecture type=Transformer2023.11 | 78 | |
| DinoV1-ViT-s16Pre-training domain=Natural, Architecture type=Transformer2023.11 | 77 | |
| DinoV1-ViT-b16Pre-training domain=Natural, Architecture type=Transformer2023.11 | 77 | |
| DinoV2-ViT-b14Pre-training domain=Natural, Architecture type=Transformer2023.11 | 77 | |
| Barlow-Twins-ResNet50Pre-training domain=Histopathology, Architecture type=CNN-based2023.11 | 77 | |
| MuDiPath-DenseNet-101Pre-training domain=Histopathology, Architecture type=CNN-based2023.11 | 77 | |
| ResNet50Pre-training domain=Natural, Architecture type=CNN-based2023.11 | 76 | |
| EfficientNet-b3-288Pre-training domain=Natural, Architecture type=CNN-based, Resolution=2882023.11 | 76 | |
| ViT-b16-224Pre-training domain=Natural, Architecture type=Transformer, Resolution=2242023.11 | 76 | |
| HIPT-ViT-s16Pre-training domain=Histopathology, Architecture type=Transformer2023.11 | 76 | |
| EfficientNet-b5Pre-training domain=Natural, Architecture type=CNN-based2023.11 | 75 | |
| DenseNet121Pre-training domain=Natural, Architecture type=CNN-based2023.11 | 74 |