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Selective Generation on SciQ

86.1ROC-AUC

SATRMD

Updated 1mo ago

Evaluation Results

Method	Links
SATRMD 2024.08		86.1
LookBackLens 2024.08		85.2
SATRMD 2024.08		84.5
LookBackLens 2024.08		84.3
TAD 2024.08		83.1
Sheeps 2024.08		82.7
LookBackLens 2024.08		82.6
TAD 2024.08		82
TAD 2024.08		82
MIND 2024.08		81.3
SAR 2024.08		80.8
DegMat NLI Score entail. 2024.08		80.7
Ecc. NLI Score entail. 2024.08		80.6
Simple Focus 2024.08		80.6
Simple Focus 2024.08		80.4
EVL NLI Score entail. 2024.08		80.2
Simple Focus 2024.08		79.8
Semantic Density 2024.08		79.8
MSP 2024.08		79.7
Lexical Similarity Rouge-L 2024.08		79.7
SATRMD 2024.08		79.7
SAR 2024.08		79.6
EigenScore 2024.08		79.5
MIND 2024.08		79.5
Semantic Entropy 2024.08		79.1
MSP 2024.08		78.6
Focus 2024.08		78.5
Semantic Density 2024.08		78.5
DegMat NLI Score entail. 2024.08		77.8
LUQ 2024.08		77.6
Sheeps 2024.08		77.6
MSP 2024.08		77.6
Focus 2024.08		77.4
LUQ 2024.08		77.4
Semantic Density 2024.08		77.2
SAPLMA 2024.08		77.2
DegMat NLI Score entail. 2024.08		77.1
SAR 2024.08		77.1
MIND 2024.08		76.6
Sheeps 2024.08		76.4
Lexical Similarity Rouge-L 2024.08		76.3
EVL NLI Score entail. 2024.08		75.6
Ecc. NLI Score entail. 2024.08		75.5
LUQ 2024.08		75.5
Lexical Similarity Rouge-L 2024.08		75.5
CCP 2024.08		75.1
Focus 2024.08		74.6
EVL NLI Score entail. 2024.08		74.4
SAPLMA 2024.08		74.1
Ecc. NLI Score entail. 2024.08		74
Semantic Entropy 2024.08		73.6
Perplexity 2024.08		73.5
EigenScore 2024.08		72.9
Semantic Entropy 2024.08		72.4
SAPLMA 2024.08		72
Factoscope 2024.08		71.5
Mean Token Entropy 2024.08		71.1
CCP 2024.08		71.1
EigenScore 2024.08		71
Factoscope 2024.08		70.6
CCP 2024.08		70.4
Factoscope 2024.08		69.8
Perplexity 2024.08		67.8
Mean Token Entropy 2024.08		66.9
Perplexity 2024.08		66.4
Mean Token Entropy 2024.08		65.8