ResearchBenchmarksMathematical Reasoning on MATH500 dLLM-Var (Accuracy)Mathematical Reasoning on MATH500 dLLM-Var (Accuracy)Follow39.8AccuracyLR-DLLM17.54423.32229.134.878Feb 7, 2026Evaluation resultsMethodMethodLinksAccuracyLR-DLLMBackbone=LLADA-8B-Inst...Backbone=LLADA-8B-Instruct, Inference mode=training-free inference2026.0239.8dLLM-VarBackbone=LLADA-8B-Inst...Backbone=LLADA-8B-Instruct, Inference mode=trained checkpoint with block-diffusion inference2026.0218.4