Tumor group classification on BCCR held-out 2023-2024 (test)
94PrecisionELM
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| ELMNotes=Hybrid approach2025.03 | 94 | 94 | 94 | |
| Encoder only EnsembleNotes=No LLM arbitration2025.03 | 93 | 91 | 91 | |
| Single encoder only (avg)Notes=First or last 512 tokens only2025.03 | 91 | 86 | 87 | |
| LLM-only (Mistral)Model=Mistral Nemo, Notes=All 19 groups, no ensemble guidance2025.03 | 89 | 87 | 88 | |
| eMaRC (rule-based)Notes=40% no prediction, Evaluation Source=Estimated from BCCR operational data2025.03 | 71 | 58 | 64 |