Semantic Segmentation on BCSS (author split)
63TumorCONCH
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| CONCHBenchmarking Framework=Decoder-free (XGBoost)2026.02 | 63 | 73 | 35 | 80 | 58 | 62 | |
| PhikonBenchmarking Framework=Decoder-free (XGBoost)2026.02 | 59 | 69 | 26 | 76 | 40 | 54 | |
| Phikon-v2Benchmarking Framework=Decoder-free (XGBoost)2026.02 | 55 | 69 | 24 | 75 | 36 | 52 | |
| PathDinoBenchmarking Framework=Decoder-free (XGBoost)2026.02 | 42 | 70 | 40 | 73 | 8 | 47 | |
| CellViTBenchmarking Framework=Decoder-free (XGBoost)2026.02 | 42 | 74 | 50 | 74 | 21 | 52 | |
| Lunit DINOBenchmarking Framework=Decoder-free (XGBoost)2026.02 | 42 | 66 | 32 | 72 | 32 | 49 | |
| VirchowBenchmarking Framework=Decoder-free (XGBoost)2026.02 | 35 | 66 | 14 | 69 | 43 | 45 | |
| Virchow2Benchmarking Framework=Decoder-free (XGBoost)2026.02 | 32 | 65 | 15 | 71 | 32 | 43 | |
| UNIBenchmarking Framework=Decoder-free (XGBoost)2026.02 | 17 | 60 | 42 | 57 | 6 | 36 | |
| HIPTBenchmarking Framework=Decoder-free (XGBoost)2026.02 | 17 | 60 | 42 | 57 | 6 | 36 |