Diagnostic utility on CROSSRARE-BENCH Overall
59AccuracyMedLatentDx
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MedLatentDxHost Model=MediPhi, Communication Protocol=Latent communication2026.06 | 59 | 49 | 73 | |
| Global RAGHost Model=MediPhi, Communication Protocol=Text / structured sharing2026.06 | 58 | 48 | 71 | |
| Dist. RAGHost Model=MediPhi, Communication Protocol=Text / structured sharing2026.06 | 56 | 46 | 69 | |
| Struct. RAGHost Model=MediPhi, Communication Protocol=Text / structured sharing2026.06 | 56 | 44 | 72 | |
| LatentMASHost Model=MediPhi, Communication Protocol=Latent communication2026.06 | 51 | 39 | 69 | |
| Raw KVHost Model=MediPhi, Communication Protocol=Latent communication2026.06 | 50 | 41 | 71 | |
| Single RAGHost Model=MediPhi, Communication Protocol=Non-collaborative2026.06 | 49 | 37 | 62 | |
| TextMASHost Model=MediPhi, Communication Protocol=Text / structured sharing2026.06 | 42 | 34 | 62 | |
| Zero-shotHost Model=MediPhi, Communication Protocol=Non-collaborative2026.06 | 3 | 3 | 17 |