Causal Discovery on Cancer (d=5, |E|=4) small-scale (test)
1PrecisionQwen3-14B
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Qwen3-14BEvaluation Protocol=Zero-shot, Base Algorithm=Pure LLM2026.01 | 1 | 1 | 1 | 0 | |
| Qwen3-32BEvaluation Protocol=Zero-shot, Base Algorithm=Pure LLM2026.01 | 1 | 1 | 1 | 0 | |
| AVICI (Baseline)Base Algorithm=AVICI2026.01 | 1 | 0.35 | 0.507 | 2.6 | |
| CauScientist (Qwen3-14B)Base Algorithm=AVICI, LLM Backbone=Qwen3-14B2026.01 | 1 | 1 | 1 | 0 | |
| CauScientist (Qwen3-32B)Base Algorithm=AVICI, LLM Backbone=Qwen3-32B2026.01 | 1 | 1 | 1 | 0 | |
| CauScientist (Qwen3-32B)Base Algorithm=FCI, LLM Backbone=Qwen3-32B2026.01 | 0.773 | 1 | 0.871 | 1.2 | |
| CauScientist (Qwen3-14B)Base Algorithm=FCI, LLM Backbone=Qwen3-14B2026.01 | 0.633 | 1 | 0.773 | 2.4 | |
| FCI (Baseline)Base Algorithm=FCI2026.01 | 0.2 | 1 | 0.333 | 16 |