ResearchBenchmarksGeneral Reasoning on BBH 3-shot (test)Follow162.3Throughput (Tokens/s)ES-dLLM5.655246.322686.99127.6574Mar 10, 2026Evaluation ResultsMethodMethodLinksThroughput (Tokens/s)Exact Match ScoreES-dLLMBackbone=LLaDA-8B-Base...Backbone=LLaDA-8B-Base, Speedup=13.9×2026.03162.344.08DualCacheBackbone=LLaDA-8B-Base...Backbone=LLaDA-8B-Base, Speedup=11.5×2026.03133.9543.59LLaDABackbone=LLaDA-8B-Base...Backbone=LLaDA-8B-Base, Speedup=1.0×2026.0311.6845.26