WSI-level retrieval on Private-CRC (Internal)
67MV@3 AccuracyPLIP
Evaluation Results
| Method | Links | |
|---|---|---|
| PLIPPre-training domain=Histopathology, Architecture type=Transformer2023.11 | 67 | |
| Barlow-Twins-ResNet50Pre-training domain=Histopathology, Architecture type=CNN-based2023.11 | 66 | |
| MoCoV2-ResNet50Pre-training domain=Histopathology, Architecture type=CNN-based2023.11 | 65 | |
| KimiaNetPre-training domain=Histopathology, Architecture type=CNN-based2023.11 | 65 | |
| PathDino-512Pre-training domain=Histopathology, Architecture type=Transformer, Resolution=5122023.11 | 65 | |
| ResNet50Pre-training domain=Natural, Architecture type=CNN-based2023.11 | 64 | |
| EfficientNet-b5Pre-training domain=Natural, Architecture type=CNN-based2023.11 | 64 | |
| DinoSSLPathology-8Pre-training domain=Histopathology, Architecture type=Transformer2023.11 | 64 | |
| MuDiPath-DenseNet-101Pre-training domain=Histopathology, Architecture type=CNN-based2023.11 | 63 | |
| BiomedCLIPPre-training domain=Histopathology, Architecture type=Transformer2023.11 | 63 | |
| iBOT-PathPre-training domain=Histopathology, Architecture type=Transformer2023.11 | 63 | |
| ConvNext-b-224Pre-training domain=Natural, Architecture type=CNN-based, Resolution=2242023.11 | 62 | |
| DinoV1-ViT-b16Pre-training domain=Natural, Architecture type=Transformer2023.11 | 62 | |
| EfficientNet-b3-288Pre-training domain=Natural, Architecture type=CNN-based, Resolution=2882023.11 | 61 | |
| ConvNext-xlargePre-training domain=Natural, Architecture type=CNN-based2023.11 | 61 | |
| DinoV1-ViT-s16Pre-training domain=Natural, Architecture type=Transformer2023.11 | 61 | |
| DinoV2-ViT-b14Pre-training domain=Natural, Architecture type=Transformer2023.11 | 59 | |
| PathDino-224Pre-training domain=Histopathology, Architecture type=Transformer, Resolution=2242023.11 | 59 | |
| CLIP-ViT-B/16Pre-training domain=Natural, Architecture type=Transformer2023.11 | 58 | |
| MuDiPath-ResNet50Pre-training domain=Histopathology, Architecture type=CNN-based2023.11 | 58 | |
| ViT-b16-224Pre-training domain=Natural, Architecture type=Transformer, Resolution=2242023.11 | 55 | |
| HIPT-ViT-s16Pre-training domain=Histopathology, Architecture type=Transformer2023.11 | 52 | |
| DenseNet121Pre-training domain=Natural, Architecture type=CNN-based2023.11 | 51 |