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Selective Prediction on SAMSum

32.9PRRSP×MeanEntropy
31.44431.82232.232.578Apr 3, 2026

Evaluation results

MethodLinks
SP×MeanEntropyGenerator=GPT, Optimization=Evolved specifically for selective prediction2026.0432.9
SP×ExpectedRankGenerator=GPT, Optimization=Evolved specifically for selective prediction2026.0432.8
Evo-Anth-30Generator=Claude2026.0432.8
Evo-Gpt-9Generator=GPT2026.0432.7
Evo-Gpt-7Generator=GPT2026.0432.7
SequenceProbability2026.0432.7
Evo-Anth-1Generator=Claude2026.0432.7
Evo-Anth-8Generator=Claude2026.0432.7
Evo-Anth-22Generator=Claude2026.0432.7
Evo-Anth-15Generator=Claude2026.0432.7
MeanTokenEntropy2026.0432.6
RAUQ2026.0432.4
Perplexity2026.0432.4
Evo-Gpt-5Generator=GPT2026.0432.2
Evo-Gpt-1Generator=GPT2026.0432.2
AttentionScore2026.0432
Evo-Gpt-13Generator=GPT2026.0431.8
Evo-Gpt-11Generator=GPT2026.0431.6
Evo-Gpt-15Generator=GPT2026.0431.6
Evo-Gpt-3Generator=GPT2026.0431.5