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Commonsense Reasoning on BBH (test)

159.89Throughput (Tokens/s)ES-dLLM
5.106845.290985.475125.6591Mar 10, 2026

Evaluation results

MethodLinks
ES-dLLMBackbone=LLaDA-8B-Instruct, Number of shots=32026.03159.8914.554.51
ES-dLLM*Backbone=LLaDA-8B-Instruct, Number of shots=32026.03133.4812.156.66
DualCacheBackbone=LLaDA-8B-Instruct, Number of shots=32026.03130.1411.853.29
LLaDABackbone=LLaDA-8B-Instruct, Number of shots=32026.0311.06156.75