Update README.md (#2)
Browse files- Update README.md (0d3b3d27b1322e223c60c49bd4c31706d2f05adf)
Co-authored-by: Jang <[email protected]>
README.md
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@@ -70,9 +70,9 @@ python inference.py --svs_path ./samples/wsis/1/1.svs
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### Model Performance Comparison
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| Metric (AUC) / Task | Titan (Conch v1.5 + iBot, image-text) | PRISM (virchow + perceiver, image-text) | CHIEF (CTransPath + CLAM, image-text, WSI-contrastive) | Prov-GigaPath (GigaPath + LongNet, image-only, mask-prediction) | UNI2-h + CLAM (image-only) | EXAONE Path MSI |
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| **CRC-MSI** | 0.9370 | 0.9432 | 0.9273 | 0.9541 | <u>0.9808</u> |
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<!--| LUAD-TMB (cutoff 10) | 0.6901 | 0.6445 | 0.6501 | 0.6744 | 0.6686 | 0.6846 | |
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| LUAD-EGFR-mut | 0.8197 | 0.8152 | 0.7691 | 0.7623 | 0.8577 | 0.7607 | |
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| LUAD-KRAS-mut | 0.5405 | 0.6299 | 0.4676 | 0.5110 | 0.4690 | 0.5480 | |
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### Model Performance Comparison
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| Metric (AUC) / Task | Titan (Conch v1.5 + iBot, image-text) | PRISM (virchow + perceiver, image-text) | CHIEF (CTransPath + CLAM, image-text, WSI-contrastive) | Prov-GigaPath (GigaPath + LongNet, image-only, mask-prediction) | UNI2-h + CLAM (image-only) | EXAONE Path 1.5 | EXAONE Path MSI |
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|------------------------------------|---------------------------------------|-----------------------------------------|--------------------------------------------------------|-----------------------------------------------------------------|---------------------------|------------------------|------------------------|
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| **CRC-MSI** | 0.9370 | 0.9432 | 0.9273 | 0.9541 | <u>0.9808</u> | 0.9537 |**0.9844** |
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<!--| LUAD-TMB (cutoff 10) | 0.6901 | 0.6445 | 0.6501 | 0.6744 | 0.6686 | 0.6846 | |
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| LUAD-EGFR-mut | 0.8197 | 0.8152 | 0.7691 | 0.7623 | 0.8577 | 0.7607 | |
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| LUAD-KRAS-mut | 0.5405 | 0.6299 | 0.4676 | 0.5110 | 0.4690 | 0.5480 | |
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