Mechanism-grounded reasoning on Measles
4.2CompletenessMechSim
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| MechSimLLM=Claude Sonnet 4.62026.06 | 4.2 | 4.2 | 4.2 | 4.6 | |
| MechSimLLM=DeepSeek V3.22026.06 | 4 | 4 | 4 | 4 | |
| MechSimLLM=Qwen 3-235B2026.06 | 4 | 4.7 | 4.8 | 4.4 | |
| Logic-LMLLM=Claude Sonnet 4.62026.06 | 3.6 | 3.4 | 3.4 | 4.4 | |
| Logic-LMLLM=Qwen 3-235B2026.06 | 3.6 | 4.6 | 4.6 | 4.8 | |
| Logic-LMLLM=DeepSeek V3.22026.06 | 3.4 | 3 | 3 | 3.2 | |
| Causal-CopilotLLM=Claude Sonnet 4.62026.06 | 2.8 | 3.2 | 2.2 | 2.4 | |
| Graph of ThoughtsLLM=Claude Sonnet 4.62026.06 | 2.6 | 2.6 | 2.6 | 2.8 | |
| Causal-CopilotLLM=Qwen 3-235B2026.06 | 2.6 | 2.2 | 2.2 | 2.6 | |
| Graph of ThoughtsLLM=Qwen 3-235B2026.06 | 2.4 | 3.2 | 2.6 | 3.4 | |
| Graph of ThoughtsLLM=DeepSeek V3.22026.06 | 2.2 | 2.2 | 2.2 | 2.6 | |
| Causal-CopilotLLM=DeepSeek V3.22026.06 | 2 | 2 | 2 | 2.2 |