IHC panel recommendation system-level (n = 270)
57.4Hit@1PathoScribe
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| PathoScribe2026.03 | 57.4 | 76.7 | 83.7 | 60.8 | 40.9 | 65 | 46.1 | 34.2 | |
| LLM-only2026.03 | 11.9 | 44.8 | 64.4 | 36.9 | 23.3 | 42.6 | 27.7 | 18.4 |
Loading the SOTA2 catalog…
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| PathoScribe2026.03 | 57.4 | 76.7 | 83.7 | 60.8 | 40.9 | 65 | 46.1 | 34.2 | |
| LLM-only2026.03 | 11.9 | 44.8 | 64.4 | 36.9 | 23.3 | 42.6 | 27.7 | 18.4 |