Histopathology Image Classification on Histopathology findings
94.3Invasive Breast CancerHAI-DEF (image)
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| HAI-DEF (image)Resolution=224×224, Evaluation Protocol=Linear Probe2025.07 | 94.3 | 75.8 | 83.2 | 89.8 | 91.5 | 92.1 | 96.4 | 94.7 | 89.7 | |
| MedSigLIPResolution=448×448, Evaluation Protocol=Zero-Shot2025.07 | 93.3 | 72.1 | 78 | 88.9 | 89.2 | 89.6 | 92.2 | 93 | 87 | |
| MedSigLIPResolution=448×448, Evaluation Protocol=Linear Probe2025.07 | 93 | 72.7 | 79 | 86.4 | 88.6 | 88.7 | 97 | 97.2 | 87.8 |