Uncertainty Quantification on HotpotQA 500 randomly sampled queries (test)
83.25AUROCR2C
Evaluation Results
| Method | Links | |
|---|---|---|
| R2CFramework=ReAct2025.10 | 83.25 | |
| R2CFramework=SelfAsk2025.10 | 81.09 | |
| R2CFramework=ReSearch2025.10 | 80.76 | |
| R2CFramework=Search-o12025.10 | 79.66 | |
| R2CFramework=Search-R12025.10 | 79.51 | |
| P(true)Framework=ReSearch2025.10 | 77.77 | |
| P(true)Framework=SelfAsk2025.10 | 77.66 | |
| ReaCFramework=ReAct2025.10 | 76.94 | |
| P(true)Framework=Search-R12025.10 | 76.25 | |
| SelfCFramework=ReAct2025.10 | 75.34 | |
| ReaCFramework=ReSearch2025.10 | 75.22 | |
| ReaCFramework=Search-o12025.10 | 74.97 | |
| RrrCFramework=Search-o12025.10 | 73.87 | |
| P(true)Framework=ReAct2025.10 | 73.45 | |
| P(true)Framework=Search-o12025.10 | 73.19 | |
| ReaCFramework=Search-R12025.10 | 72.79 | |
| SelfCFramework=Search-o12025.10 | 72.34 | |
| SelfCFramework=ReSearch2025.10 | 72.14 | |
| RrrCFramework=ReSearch2025.10 | 71.63 | |
| LARSFramework=Search-o12025.10 | 71.42 | |
| RrrCFramework=SelfAsk2025.10 | 71.17 | |
| RrrCFramework=Search-R12025.10 | 71.08 | |
| ReaCFramework=SelfAsk2025.10 | 70.9 | |
| LARSFramework=SelfAsk2025.10 | 70.03 | |
| ECCFramework=SelfAsk2025.10 | 69.95 | |
| ECCFramework=ReAct2025.10 | 69.51 | |
| ECCFramework=Search-o12025.10 | 69.27 | |
| SelfCFramework=SelfAsk2025.10 | 69.06 | |
| SelfCFramework=Search-R12025.10 | 69.04 | |
| DegFramework=Search-o12025.10 | 68.87 | |
| EigVFramework=Search-o12025.10 | 68.58 | |
| ECCFramework=ReSearch2025.10 | 68.49 | |
| RrrCFramework=ReAct2025.10 | 68.3 | |
| LARSFramework=ReAct2025.10 | 68.28 | |
| SEFramework=SelfAsk2025.10 | 68.01 | |
| ECCFramework=Search-R12025.10 | 67.76 | |
| DegFramework=ReAct2025.10 | 67.7 | |
| DegFramework=ReSearch2025.10 | 67.15 | |
| LARSFramework=Search-R12025.10 | 67.08 | |
| EigVFramework=SelfAsk2025.10 | 66.8 | |
| DegFramework=SelfAsk2025.10 | 66.79 | |
| DegFramework=Search-R12025.10 | 66.75 | |
| EigVFramework=Search-R12025.10 | 66.54 | |
| EigVFramework=ReAct2025.10 | 66.44 | |
| EigVFramework=ReSearch2025.10 | 66.43 | |
| LARSFramework=ReSearch2025.10 | 66.12 | |
| SEFramework=Search-o12025.10 | 65.84 | |
| NumSSFramework=SelfAsk2025.10 | 65.19 | |
| SEFramework=ReSearch2025.10 | 64.72 | |
| NumSSFramework=ReSearch2025.10 | 64.46 | |
| NumSSFramework=Search-R12025.10 | 64.1 | |
| NumSSFramework=Search-o12025.10 | 63.74 | |
| NumSSFramework=ReAct2025.10 | 63.73 | |
| SARFramework=SelfAsk2025.10 | 63.05 | |
| SARFramework=ReSearch2025.10 | 62.75 | |
| MARSFramework=ReSearch2025.10 | 61.76 | |
| PEFramework=ReSearch2025.10 | 61.03 | |
| MARSFramework=SelfAsk2025.10 | 59.48 | |
| PEFramework=SelfAsk2025.10 | 59.11 | |
| MARSFramework=Search-o12025.10 | 57.69 | |
| SEFramework=Search-R12025.10 | 53.45 | |
| PEFramework=Search-o12025.10 | 53.44 | |
| SARFramework=Search-o12025.10 | 52.37 | |
| MARSFramework=Search-R12025.10 | 49.28 | |
| PEFramework=Search-R12025.10 | 48.27 | |
| SARFramework=Search-R12025.10 | 46.4 | |
| MARSFramework=ReAct2025.10 | 40.42 | |
| SEFramework=ReAct2025.10 | 40.37 | |
| PEFramework=ReAct2025.10 | 39.95 | |
| SARFramework=ReAct2025.10 | 32.9 |