Tumor Treatment Recommendation on HCC Tumorboard
83.1AccuracyCoMMa
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CoMMaAgent=Llama3.1-70B-Instruct2026.02 | 83.1 | 75 | |
| CatBoostAgent=None2026.02 | 79.7 | 69.7 | |
| LGBMClassifierAgent=None2026.02 | 79.5 | 68.3 | |
| XGBoostAgent=None2026.02 | 78.4 | 66.2 | |
| GPT 4.1 in-context learningAgent=GPT 4.12026.02 | 78.4 | — | |
| MDAgents - BasicAgent=GPT 4.12026.02 | 74.4 | — | |
| MDAgents - AdvancedAgent=GPT 4.12026.02 | 74 | — | |
| MACAgent=GPT 4.12026.02 | 73.5 | — | |
| MDAgents - AdaptiveAgent=GPT 4.12026.02 | 73 | — | |
| MDAgents - IntermediateAgent=GPT 4.12026.02 | 71.7 | — |