Causal DAG Extraction on DAGverse bioRxiv 1
93End-to-end PerformanceDAGverse-Pipeline
Evaluation Results
| Method | Links | |
|---|---|---|
| DAGverse-Pipelineinference_mode=Pipeline2026.03 | 93 | |
| Gemini2.5-Proinference_mode=Zero-shot2026.03 | 79 | |
| GPT-5.1inference_mode=Zero-shot2026.03 | 71 | |
| Qwen3-VL-30Binference_mode=Zero-shot2026.03 | 43 | |
| InternVL3.5-30Binference_mode=Zero-shot2026.03 | 43 | |
| InternVL3.5-8Binference_mode=Zero-shot2026.03 | 14 | |
| Qwen3-VL-7Binference_mode=Zero-shot2026.03 | 7 |