Uncertainty Estimation on MATH Camel
0.7354AUROCMATU
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| MATUBase LLM=Llama3.1-8B2026.04 | 0.7354 | 0.7525 | |
| MATUBase LLM=Qwen2.5-7B2026.04 | 0.7089 | 0.9064 | |
| MATUBase LLM=GPT-4o2026.04 | 0.6797 | 0.616 | |
| Eigv(Agre)-WholeBase LLM=Qwen2.5-7B2026.04 | 0.6784 | 0.8963 | |
| P(true)Base LLM=Qwen2.5-7B2026.04 | 0.6351 | 0.8855 | |
| SAUP-MultipleBase LLM=Qwen2.5-7B2026.04 | 0.6078 | 0.8722 | |
| P(true)Base LLM=GPT-4o2026.04 | 0.5825 | 0.5592 | |
| Eigv(Agre)-finalBase LLM=GPT-4o2026.04 | 0.5698 | 0.5216 | |
| Eigv(Agre)-WholeBase LLM=GPT-4o2026.04 | 0.5632 | 0.5218 | |
| Eigv(Agre)-WholeBase LLM=Llama3.1-8B2026.04 | 0.5622 | 0.6346 | |
| SAUP-SingleBase LLM=Qwen2.5-7B2026.04 | 0.5597 | 0.8499 | |
| P(true)Base LLM=Llama3.1-8B2026.04 | 0.5421 | 0.6303 | |
| SAUP-MultipleBase LLM=Llama3.1-8B2026.04 | 0.5258 | 0.6427 | |
| SAUP-SingleBase LLM=Llama3.1-8B2026.04 | 0.5244 | 0.6374 | |
| Eigv(Agre)-finalBase LLM=Llama3.1-8B2026.04 | 0.5243 | 0.617 | |
| Eigv(Agre)-finalBase LLM=Qwen2.5-7B2026.04 | 0.5238 | 0.8466 |