Single-turn controllable hypothesis generation on BioKG
90.4Jaccard SimilarityHypoAgentDS
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| HypoAgentDSLLM Backend=DeepSeek-v4-Flash2026.05 | 90.4 | 92.9 | 97.3 | 90.1 | |
| HypoAgentGPTLLM Backend=GPT-5.4-mini2026.05 | 88 | 91.1 | 96.6 | 89.9 | |
| HypoAgentQWENLLM Backend=Qwen3-235B2026.05 | 87.8 | 91 | 96.4 | 89.9 | |
| CtrlHGenBackbone=6-layer Transformer2026.05 | 71.8 | 76.1 | 85.8 | 90.9 |