ResearchBenchmarksText-to-Motion Generation on deltaHumanML3D-X Instruction Noising 1.0 (test)Text-to-Motion Generation on deltaHumanML3D-X Instruction Noising 1.0 (test)Follow0FIDReal-0.090240.518881.1281.73712Jan 19, 2026Evaluation resultsMethodMethodLinksFIDR Top-1 AccDIVMModalityReal2026.01032.28.422—H-GPTChain-of-Thought (CoT)...Chain-of-Thought (CoT) prompting=true2026.010.60219.27.7884.642H-GPTChain-of-Thought (CoT)...Chain-of-Thought (CoT) prompting=false2026.010.8317.77.6774.506T2M-GPT2026.011.6118.36.8862.897MLD2026.012.25613.88.5094.086