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Selective Prediction on TruthfulQA

39.4PRREvo-Gpt-9
33.26434.85736.4538.043Apr 3, 2026

Evaluation results

MethodLinks
Evo-Gpt-9Generator=GPT2026.0439.4
Evo-Gpt-7Generator=GPT2026.0439.4
SequenceProbability2026.0439.4
AttentionScore2026.0439.4
Evo-Anth-30Generator=Claude2026.0439.3
Evo-Anth-22Generator=Claude2026.0439.3
Evo-Anth-15Generator=Claude2026.0439.3
SP×ExpectedRankGenerator=GPT, Optimization=Evolved specifically for selective prediction2026.0439.1
Evo-Anth-1Generator=Claude2026.0439.1
Evo-Anth-8Generator=Claude2026.0439.1
SP×MeanEntropyGenerator=GPT, Optimization=Evolved specifically for selective prediction2026.0439
RAUQ2026.0437.2
Perplexity2026.0436.2
MeanTokenEntropy2026.0436.1
Evo-Gpt-5Generator=GPT2026.0435.8
Evo-Gpt-1Generator=GPT2026.0435.8
Evo-Gpt-13Generator=GPT2026.0435.4
Evo-Gpt-11Generator=GPT2026.0434.1
Evo-Gpt-15Generator=GPT2026.0433.7
Evo-Gpt-3Generator=GPT2026.0433.5