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Uncertainty Estimation on NaturalQA

75.5AUROC

SE + MARS

Updated 3d ago

Evaluation Results

Method	Links
SE + MARS 2024.02		75.5
SE 2024.02		75.12
SE + MARS 2024.02		73.89
SE 2024.02		73.56
SE + MARS 2024.02		72.75
SE 2024.02		72.47
Confidence + MARS 2024.02		71.36
SE + MARS 2024.02		71.24
Confidence + MARS 2024.02		70.88
Entropy + MARS 2024.02		70.71
Entropy + MARS 2024.02		70.63
SE 2024.02		70.41
Confidence + MARS 2024.02		69.81
Confidence 2024.02		69.54
SE + MARS 2024.02		69.43
Entropy + MARS 2024.02		69.32
SE 2024.02		68.66
Confidence 2024.02		68.56
Confidence 2024.02		68.56
Entropy 2024.02		68.34
Confidence + MARS 2024.02		68.3
Entropy 2024.02		68.05
Confidence + MARS 2024.02		67.86
Entropy + MARS 2024.02		67.51
Entropy + MARS 2024.02		67.41
Entropy 2024.02		67.08
Confidence 2024.02		65.98
Entropy 2024.02		65.23
Confidence 2024.02		63.78
Entropy 2024.02		63.28