ResearchBenchmarksText-to-Motion Generation on deltaHumanML3D-X Instruction Rephrasing 1.0 (test)Text-to-Motion Generation on deltaHumanML3D-X Instruction Rephrasing 1.0 (test)Follow0FIDReal-0.081720.469891.02151.57311Jan 19, 2026Evaluation resultsMethodMethodLinksFIDTop-1 Retrieval AccuracyDiversity (DIV)MultiModality (MModality)Real2026.01036.78.863—H-GPTChain-of-Thought (CoT)...Chain-of-Thought (CoT) prompting=true2026.010.35522.58.244.533H-GPTChain-of-Thought (CoT)...Chain-of-Thought (CoT) prompting=false2026.010.455218.2014.24MLD2026.011.94416.58.3574.075T2M-GPT2026.012.04323.47.5782.698