WSI-level Search on Private-Breast Internal (test)
68Top-1 AccPathDino
Evaluation Results
| Method | Links | |
|---|---|---|
| PathDinoPatching Method=FPS, Distance Metric=median of minimum Euclidean distances, Resolution=5122023.11 | 68 | |
| iBOT-PathPatching Method=FPS, Distance Metric=median of minimum Euclidean distances2023.11 | 64 | |
| PLIPPatching Method=FPS, Distance Metric=median of minimum Euclidean distances2023.11 | 58 | |
| DinoSSLPathology-8Patching Method=FPS, Distance Metric=median of minimum Euclidean distances2023.11 | 58 | |
| ConvNext-b-224Patching Method=FPS, Distance Metric=median of minimum Euclidean distances, Resolution=224x2242023.11 | 56 | |
| ConvNext-xlargePatching Method=FPS, Distance Metric=median of minimum Euclidean distances2023.11 | 56 | |
| DinoV1-ViT-b16Patching Method=FPS, Distance Metric=median of minimum Euclidean distances2023.11 | 55 | |
| DinoV2-ViT-b14Patching Method=FPS, Distance Metric=median of minimum Euclidean distances2023.11 | 53 | |
| PathDinoPatching Method=FPS, Distance Metric=median of minimum Euclidean distances, Resolution=2242023.11 | 53 | |
| EfficientNet-b5Patching Method=FPS, Distance Metric=median of minimum Euclidean distances2023.11 | 51 | |
| MuDiPath-DenseNet-101Patching Method=FPS, Distance Metric=median of minimum Euclidean distances2023.11 | 51 | |
| KimiaNetPatching Method=FPS, Distance Metric=median of minimum Euclidean distances2023.11 | 51 | |
| CLIP - ViT-B/16Patching Method=FPS, Distance Metric=median of minimum Euclidean distances2023.11 | 49 | |
| ResNet50Patching Method=FPS, Distance Metric=median of minimum Euclidean distances2023.11 | 48 | |
| DenseNet121Patching Method=FPS, Distance Metric=median of minimum Euclidean distances2023.11 | 48 | |
| DinoV1-ViT-s16Patching Method=FPS, Distance Metric=median of minimum Euclidean distances2023.11 | 48 | |
| BiomedCLIPPatching Method=FPS, Distance Metric=median of minimum Euclidean distances2023.11 | 47 | |
| MuDiPath-ResNet50Patching Method=FPS, Distance Metric=median of minimum Euclidean distances2023.11 | 44 | |
| HIPT-ViT-s16Patching Method=FPS, Distance Metric=median of minimum Euclidean distances2023.11 | 44 | |
| EfficientNet-b3-288Patching Method=FPS, Distance Metric=median of minimum Euclidean distances, Resolution=288x2882023.11 | 41 | |
| ViT-b16-224Patching Method=FPS, Distance Metric=median of minimum Euclidean distances, Resolution=224x2242023.11 | 41 |