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Selective Prediction on WMT de 19

46.5PRRMeanTokenEntropy
40.46842.03443.645.166Apr 3, 2026

Evaluation results

MethodLinks
MeanTokenEntropy2026.0446.5
Perplexity2026.0446.1
RAUQ2026.0445.8
SP×MeanEntropyGenerator=GPT, Optimization=Evolved specifically for selective prediction2026.0445.4
Evo-Gpt-5Generator=GPT2026.0445.4
Evo-Gpt-1Generator=GPT2026.0445.4
Evo-Anth-30Generator=Claude2026.0445.1
Evo-Anth-8Generator=Claude2026.0445
Evo-Anth-1Generator=Claude2026.0444.9
SP×ExpectedRankGenerator=GPT, Optimization=Evolved specifically for selective prediction2026.0444.7
Evo-Gpt-9Generator=GPT2026.0444
Evo-Gpt-7Generator=GPT2026.0444
SequenceProbability2026.0444
Evo-Anth-22Generator=Claude2026.0444
Evo-Anth-15Generator=Claude2026.0443.8
Evo-Gpt-13Generator=GPT2026.0443.7
Evo-Gpt-11Generator=GPT2026.0442.9
Evo-Gpt-15Generator=GPT2026.0442.6
Evo-Gpt-3Generator=GPT2026.0441.9
AttentionScore2026.0440.7