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Program Induction on Custom Suite Shift-L OOD

99AccuracyNLI Gradient Search
-3.9622.7749.576.23Apr 20, 2026

Evaluation results

MethodLinks
NLI Gradient SearchInference Strategy=Gradient Search, Decoder Layers=22026.0499
NLI Prior SearchInference Strategy=Prior Search, Decoder Layers=22026.0410
LPN Gradient SearchInference Strategy=Gradient Search, Decoder Layers=22026.043
D-LPNInference Strategy=Base Inference, Decoder Layers=22026.042
D-LPN Gradient SearchInference Strategy=Gradient Search, Decoder Layers=22026.041
In-ContextInference Strategy=In-Context Learning, Decoder Layers=22026.040
TTTInference Strategy=Test-Time Training, Decoder Layers=22026.040
LPNInference Strategy=Base Inference, Decoder Layers=22026.040
NLIInference Strategy=Base Inference, Decoder Layers=22026.040