Surgical Planning on Surgical Tasks Dataset
9.33PFSSURGENT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SURGENTCategory=Multi-agent, LLM=DeepSeek2026.05 | 9.33 | 95.3 | |
| ColaCareCategory=Multi-agent, LLM=DeepSeek2026.05 | 8.86 | 88.2 | |
| MDAgentsCategory=Multi-agent, LLM=DeepSeek2026.05 | 8.71 | 90.4 | |
| ReConcileCategory=Multi-agent, LLM=DeepSeek2026.05 | 8.63 | 89 | |
| MedAgentsCategory=Multi-agent, LLM=DeepSeek2026.05 | 8.54 | 91 | |
| MedPromptCategory=Advanced Single-agent, LLM=DeepSeek2026.05 | 8.27 | 85.4 | |
| CoT-SCCategory=Advanced Single-agent, LLM=DeepSeek2026.05 | 8.13 | 86.3 | |
| SCCategory=Advanced Single-agent, LLM=DeepSeek2026.05 | 7.94 | 84.5 | |
| CoTCategory=Advanced Single-agent, LLM=DeepSeek2026.05 | 7.87 | 83.2 | |
| Few-shotCategory=Vanilla Single-agent, LLM=DeepSeek2026.05 | 7.53 | 86.7 | |
| Few-shotCategory=Vanilla Single-agent, LLM=Claude2026.05 | 7.42 | 78.6 | |
| Few-shotCategory=Vanilla Single-agent, LLM=GPT-4o2026.05 | 7.05 | 74.4 | |
| Zero-shotCategory=Vanilla Single-agent, LLM=DeepSeek2026.05 | 6.84 | 75.1 | |
| Zero-shotCategory=Vanilla Single-agent, LLM=Claude2026.05 | 6.57 | 73.4 | |
| Zero-shotCategory=Vanilla Single-agent, LLM=GPT-4o2026.05 | 6.32 | 69.2 |