Single-turn controllable hypothesis generation on PharmKG 8k
82.4JaccardHypoAgentDS
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| HypoAgentDSLLM Backend=DeepSeek-v4-Flash2026.05 | 82.4 | 87.6 | 94 | 92.3 | |
| HypoAgentQWENLLM Backend=Qwen3-235B2026.05 | 82.2 | 87.5 | 93.8 | 87.6 | |
| HypoAgentGPTLLM Backend=GPT-5.4-mini2026.05 | 81.9 | 87.4 | 94.1 | 86.8 | |
| CtrlHGenBackbone=6-layer Transformer2026.05 | 63.3 | 70.2 | 81.2 | 92.5 |