Science on GPQA (Solve Rate/Executability)
42.41Solve RateCapFlow
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CapFlowType=Learning, Setting=Multi-domain, Passes=12026.02 | 42.41 | — | |
| CapFlowType=Learning, Setting=Cross-domain, Passes=1, Cross-domain Domain Mapping=All->Science2026.02 | 42.41 | — | |
| AFlowType=Refinement, Setting=Single-domain, Iterations=202026.02 | 42.18 | — | |
| ScoreFlowType=Learning, Setting=Single-domain, Iterations=52026.02 | 38.69 | — | |
| ScoreFlowType=Learning, Setting=Multi-domain, Iterations=52026.02 | 38.69 | — | |
| ADASType=Refinement, Setting=Single-domain, Iterations=202026.02 | 36.12 | — | |
| CoT-SCType=Manual, Setting=Manual2026.02 | 35.95 | — | |
| CoTType=Manual, Setting=Manual2026.02 | 35.73 | — | |
| GPT-4o-miniType=Manual, Setting=Manual2026.02 | 34.16 | — | |
| SPPType=Manual, Setting=Manual2026.02 | 33.72 | — | |
| Self-RefineType=Manual, Setting=Manual2026.02 | 30.25 | — |