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ResearchFormerly WizWand

Uncertainty Quantification on HotpotQA 500 randomly sampled queries (test)

83.25AUROCR2C
30.88644.480558.07571.6695Oct 13, 2025
Updated 8mo ago

Evaluation results

MethodLinks
R2CFramework=ReAct2025.1083.25
R2CFramework=SelfAsk2025.1081.09
R2CFramework=ReSearch2025.1080.76
R2CFramework=Search-o12025.1079.66
R2CFramework=Search-R12025.1079.51
P(true)Framework=ReSearch2025.1077.77
P(true)Framework=SelfAsk2025.1077.66
ReaCFramework=ReAct2025.1076.94
P(true)Framework=Search-R12025.1076.25
SelfCFramework=ReAct2025.1075.34
ReaCFramework=ReSearch2025.1075.22
ReaCFramework=Search-o12025.1074.97
RrrCFramework=Search-o12025.1073.87
P(true)Framework=ReAct2025.1073.45
P(true)Framework=Search-o12025.1073.19
ReaCFramework=Search-R12025.1072.79
SelfCFramework=Search-o12025.1072.34
SelfCFramework=ReSearch2025.1072.14
RrrCFramework=ReSearch2025.1071.63
LARSFramework=Search-o12025.1071.42
RrrCFramework=SelfAsk2025.1071.17
RrrCFramework=Search-R12025.1071.08
ReaCFramework=SelfAsk2025.1070.9
LARSFramework=SelfAsk2025.1070.03
ECCFramework=SelfAsk2025.1069.95
ECCFramework=ReAct2025.1069.51
ECCFramework=Search-o12025.1069.27
SelfCFramework=SelfAsk2025.1069.06
SelfCFramework=Search-R12025.1069.04
DegFramework=Search-o12025.1068.87
EigVFramework=Search-o12025.1068.58
ECCFramework=ReSearch2025.1068.49
RrrCFramework=ReAct2025.1068.3
LARSFramework=ReAct2025.1068.28
SEFramework=SelfAsk2025.1068.01
ECCFramework=Search-R12025.1067.76
DegFramework=ReAct2025.1067.7
DegFramework=ReSearch2025.1067.15
LARSFramework=Search-R12025.1067.08
EigVFramework=SelfAsk2025.1066.8
DegFramework=SelfAsk2025.1066.79
DegFramework=Search-R12025.1066.75
EigVFramework=Search-R12025.1066.54
EigVFramework=ReAct2025.1066.44
EigVFramework=ReSearch2025.1066.43
LARSFramework=ReSearch2025.1066.12
SEFramework=Search-o12025.1065.84
NumSSFramework=SelfAsk2025.1065.19
SEFramework=ReSearch2025.1064.72
NumSSFramework=ReSearch2025.1064.46
NumSSFramework=Search-R12025.1064.1
NumSSFramework=Search-o12025.1063.74
NumSSFramework=ReAct2025.1063.73
SARFramework=SelfAsk2025.1063.05
SARFramework=ReSearch2025.1062.75
MARSFramework=ReSearch2025.1061.76
PEFramework=ReSearch2025.1061.03
MARSFramework=SelfAsk2025.1059.48
PEFramework=SelfAsk2025.1059.11
MARSFramework=Search-o12025.1057.69
SEFramework=Search-R12025.1053.45
PEFramework=Search-o12025.1053.44
SARFramework=Search-o12025.1052.37
MARSFramework=Search-R12025.1049.28
PEFramework=Search-R12025.1048.27
SARFramework=Search-R12025.1046.4
MARSFramework=ReAct2025.1040.42
SEFramework=ReAct2025.1040.37
PEFramework=ReAct2025.1039.95
SARFramework=ReAct2025.1032.9