WSI-level retrieval on CAMELYON16 (Public)
78MV@3 AccuracyKimiaNet
Evaluation Results
| Method | Links | |
|---|---|---|
| KimiaNetPre-training domain=Histopathology, Architecture type=CNN-based2023.11 | 78 | |
| PathDino-512Pre-training domain=Histopathology, Architecture type=Transformer, Resolution=5122023.11 | 78 | |
| PLIPPre-training domain=Histopathology, Architecture type=Transformer2023.11 | 77 | |
| PathDino-224Pre-training domain=Histopathology, Architecture type=Transformer, Resolution=2242023.11 | 74 | |
| iBOT-PathPre-training domain=Histopathology, Architecture type=Transformer2023.11 | 71 | |
| Barlow-Twins-ResNet50Pre-training domain=Histopathology, Architecture type=CNN-based2023.11 | 70 | |
| DinoV1-ViT-b16Pre-training domain=Natural, Architecture type=Transformer2023.11 | 69 | |
| MoCoV2-ResNet50Pre-training domain=Histopathology, Architecture type=CNN-based2023.11 | 69 | |
| ConvNext-b-224Pre-training domain=Natural, Architecture type=CNN-based, Resolution=2242023.11 | 68 | |
| MuDiPath-DenseNet-101Pre-training domain=Histopathology, Architecture type=CNN-based2023.11 | 68 | |
| DinoSSLPathology-8Pre-training domain=Histopathology, Architecture type=Transformer2023.11 | 68 | |
| DenseNet121Pre-training domain=Natural, Architecture type=CNN-based2023.11 | 67 | |
| ViT-b16-224Pre-training domain=Natural, Architecture type=Transformer, Resolution=2242023.11 | 67 | |
| DinoV1-ViT-s16Pre-training domain=Natural, Architecture type=Transformer2023.11 | 67 | |
| CLIP-ViT-B/16Pre-training domain=Natural, Architecture type=Transformer2023.11 | 67 | |
| MuDiPath-ResNet50Pre-training domain=Histopathology, Architecture type=CNN-based2023.11 | 67 | |
| BiomedCLIPPre-training domain=Histopathology, Architecture type=Transformer2023.11 | 67 | |
| ConvNext-xlargePre-training domain=Natural, Architecture type=CNN-based2023.11 | 65 | |
| HIPT-ViT-s16Pre-training domain=Histopathology, Architecture type=Transformer2023.11 | 64 | |
| EfficientNet-b5Pre-training domain=Natural, Architecture type=CNN-based2023.11 | 62 | |
| ResNet50Pre-training domain=Natural, Architecture type=CNN-based2023.11 | 60 | |
| EfficientNet-b3-288Pre-training domain=Natural, Architecture type=CNN-based, Resolution=2882023.11 | 60 | |
| DinoV2-ViT-b14Pre-training domain=Natural, Architecture type=Transformer2023.11 | 58 |