Biology Laboratory Reasoning on LabBench
74.4AccuracyGPT-5
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| GPT-5Reasoning Effort=High2025.08 | 74.4 | 7.8 | |
| o3Reasoning Effort=High2025.08 | 74.2 | 3.7 | |
| o3Reasoning Effort=Low2025.08 | 70.5 | — | |
| GPT-5Reasoning Effort=Low2025.08 | 66.6 | — | |
| Gemini-2.5-ProReasoning Effort=High2025.08 | 64.4 | 2.5 | |
| o4-miniReasoning Effort=High2025.08 | 63.7 | 4 | |
| Gemini-2.5-ProReasoning Effort=Low2025.08 | 61.9 | — | |
| o4-miniReasoning Effort=Low2025.08 | 59.7 | — | |
| o3-miniReasoning Effort=High2025.08 | 59.2 | 2.3 | |
| Claude-Sonnet-4Reasoning Effort=High2025.08 | 57.2 | 3.8 | |
| o3-miniReasoning Effort=Low2025.08 | 56.9 | — | |
| Claude-Sonnet-4Reasoning Effort=Low2025.08 | 53.4 | — |