Science Question Answering on GPQA Main
0.361AccuracyHD + Confidence
Evaluation results
| Method | Links | |
|---|---|---|
| HD + ConfidenceModel=Qwen-2.5-7B-Instruct2026.01 | 0.361 | |
| HD + Learn2AggModel=Qwen-2.5-7B-Instruct2026.01 | 0.353 | |
| ConfidenceModel=Llama-3.1-8B-Instruct2026.01 | 0.352 | |
| HD + ConfidenceModel=Llama-3.1-8B-Instruct2026.01 | 0.352 | |
| ConfidenceModel=Qwen-2.5-7B-Instruct2026.01 | 0.35 | |
| HD + Learn2AggModel=Llama-3.1-8B-Instruct2026.01 | 0.35 | |
| Debate 5 × 5Model=Qwen-2.5-7B-Instruct2026.01 | 0.339 | |
| Majority VoteModel=Qwen-2.5-7B-Instruct2026.01 | 0.335 | |
| High DiversityModel=Qwen-2.5-7B-Instruct2026.01 | 0.334 | |
| High DiversityModel=Llama-3.1-8B-Instruct2026.01 | 0.321 | |
| Debate 5 × 5Model=Llama-3.1-8B-Instruct2026.01 | 0.316 | |
| Single ModelModel=Qwen-2.5-7B-Instruct2026.01 | 0.298 | |
| Majority VoteModel=Llama-3.1-8B-Instruct2026.01 | 0.29 | |
| Single ModelModel=Llama-3.1-8B-Instruct2026.01 | 0.266 |