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Uncertainty Estimation on SciQA

0.7572AUROC

SAR-s

Updated 3d ago

Evaluation Results

Method	Links
SAR-s 2025.05		0.7572	0.3618	0.76
SAR 2025.05		0.7519	0.256	1.31
SAR-s 2025.05		0.7496	0.3854	-
SAR 2025.05		0.7388	0.2897	-
SAR-t 2025.05		0.7387	0.2681	1.61
SE 2025.05		0.7293	0.2523	1.34
SAR-t 2025.05		0.7226	0.3037	-
VC 2025.05		0.7215	0.1947	3.93
SE 2025.05		0.7159	0.3054	-
LN-PE 2025.05		0.7156	0.2376	2.08
P(True) 2025.05		0.7141	0.3192	5.78
LN-PE 2025.05		0.6948	0.2938	-
VC 2025.05		0.6822	0.3188	-
PE 2025.05		0.6798	0.3407	1.44
PE 2025.05		0.6654	0.4067	-
SE 2025.05		0.6615	0.4223	1.63
P(True) 2025.05		0.6563	0.3456	-
LS 2025.05		0.6538	0.1819	11.71
SE 2025.05		0.6452	0.5266	-
LN-PE 2025.05		0.6423	0.3468	3.35
SAR-t 2025.05		0.6375	0.4419	3.74
SAR 2025.05		0.6272	0.3899	2.68
LN-PE 2025.05		0.6088	0.4952	-
SAR 2025.05		0.6004	0.494	-
SAR-t 2025.05		0.6	0.4533	-
P(True) 2025.05		0.5949	0.3452	3.37
VC 2025.05		0.5655	0.3899	4.86
P(True) 2025.05		0.5612	0.5879	-
PE 2025.05		0.5602	0.3692	5.95
SAR-s 2025.05		0.5415	0.3483	0.95
LS 2025.05		0.5367	0.3864	-
SAR-s 2025.05		0.532	0.7621	-
VC 2025.05		0.5169	0.6265	-
PE 2025.05		0.5007	0.6205	-
LS 2025.05		0.494	0.3278	5.29
LS 2025.05		0.4412	0.7638	-