Medical Reasoning on CMB clin
29.68BLEU-1GraphWalker
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GraphWalkerBackbone LLM=Qwen3-14B2026.04 | 29.68 | 71.51 | 47.48 | |
| Time-seriesBackbone LLM=Qwen3-14B2026.04 | 29.05 | 66.56 | 40.12 | |
| CONEBackbone LLM=Qwen3-14B2026.04 | 29.04 | 68.1 | 41.1 | |
| SPELLBackbone LLM=Qwen3-14B2026.04 | 28.41 | 66.75 | 36.82 | |
| Semantic-embBackbone LLM=Qwen3-14B2026.04 | 26.86 | 64.9 | 41.26 | |
| RandomBackbone LLM=Qwen3-14B2026.04 | 26.85 | 66.05 | 38.63 | |
| LMS3Backbone LLM=Qwen3-14B2026.04 | 26.78 | 62.58 | 38.02 | |
| GradSelBackbone LLM=Qwen3-14B2026.04 | 24.83 | 64.98 | 45.13 | |
| InfluenceBackbone LLM=Qwen3-14B2026.04 | 23.88 | 67.81 | 47.05 | |
| Delta-KNNBackbone LLM=Qwen3-14B2026.04 | 23.09 | 63.73 | 46.5 | |
| IDSBackbone LLM=Qwen3-14B2026.04 | 22.63 | 43.79 | 25.58 | |
| Zero-shotBackbone LLM=Qwen3-14B2026.04 | 21.06 | 59.85 | 44.97 |