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Zero-shot Question Answering on ARC Easy

33.53AccuracyGELU
32.583632.829333.07533.3207May 5, 2026

Evaluation results

MethodLinks
GELUArchitecture=GELU MLP, Evaluation mode=zero-shot2026.0533.53
Yat (pn+ca)Parameterization=per-neuron, Scaling=constant per-channel, Evaluation mode=zero-shot2026.0533.02
Yat (pn+α)Parameterization=per-neuron, Scaling=learnable per-channel, Evaluation mode=zero-shot2026.0533.01
Yat (sb+ca)Parameterization=shared (b, ε), Scaling=constant per-channel, Evaluation mode=zero-shot2026.0532.98
Yat (sb+α)Parameterization=shared (b, ε), Scaling=learnable per-channel, Evaluation mode=zero-shot2026.0532.62