Postoperative Risk Prediction on Surgical Tasks Dataset
69.4RecallSURGENT
Evaluation results
| Method | Links | |
|---|---|---|
| SURGENTCategory=Multi-agent, LLM=DeepSeek2026.05 | 69.4 | |
| ColaCareCategory=Multi-agent, LLM=DeepSeek2026.05 | 67.2 | |
| MDAgentsCategory=Multi-agent, LLM=DeepSeek2026.05 | 66.1 | |
| ReConcileCategory=Multi-agent, LLM=DeepSeek2026.05 | 65 | |
| MedAgentsCategory=Multi-agent, LLM=DeepSeek2026.05 | 63.3 | |
| Few-shotCategory=Vanilla Single-agent, LLM=DeepSeek2026.05 | 62.7 | |
| MedPromptCategory=Advanced Single-agent, LLM=DeepSeek2026.05 | 61.2 | |
| CoT-SCCategory=Advanced Single-agent, LLM=DeepSeek2026.05 | 60.1 | |
| CoTCategory=Advanced Single-agent, LLM=DeepSeek2026.05 | 59 | |
| SCCategory=Advanced Single-agent, LLM=DeepSeek2026.05 | 58.2 | |
| Few-shotCategory=Vanilla Single-agent, LLM=Claude2026.05 | 55.8 | |
| Few-shotCategory=Vanilla Single-agent, LLM=GPT-4o2026.05 | 54.6 | |
| Zero-shotCategory=Vanilla Single-agent, LLM=DeepSeek2026.05 | 53.2 | |
| Zero-shotCategory=Vanilla Single-agent, LLM=Claude2026.05 | 52.4 | |
| Zero-shotCategory=Vanilla Single-agent, LLM=GPT-4o2026.05 | 50.5 |