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Selective Prediction on MMLU

75.9PRRRAUQ
66.0268.58571.1573.715Apr 3, 2026

Evaluation results

MethodLinks
RAUQ2026.0475.9
SP×ExpectedRankGenerator=GPT, Optimization=Evolved specifically for selective prediction2026.0475.9
Perplexity2026.0475.9
SP×MeanEntropyGenerator=GPT, Optimization=Evolved specifically for selective prediction2026.0475.8
Evo-Anth-30Generator=Claude2026.0475.8
Evo-Gpt-9Generator=GPT2026.0475.8
Evo-Gpt-7Generator=GPT2026.0475.8
SequenceProbability2026.0475.8
Evo-Anth-1Generator=Claude2026.0475.8
Evo-Anth-8Generator=Claude2026.0475.8
Evo-Anth-22Generator=Claude2026.0475.8
Evo-Anth-15Generator=Claude2026.0475.8
Evo-Gpt-5Generator=GPT2026.0475.8
Evo-Gpt-1Generator=GPT2026.0475.8
MeanTokenEntropy2026.0475.1
Evo-Gpt-3Generator=GPT2026.0473.3
Evo-Gpt-13Generator=GPT2026.0472.7
Evo-Gpt-15Generator=GPT2026.0470.2
Evo-Gpt-11Generator=GPT2026.0470.1
AttentionScore2026.0466.4