T2M-GPT: Generating Human Motion from Textual Descriptions with Discrete Representations

Benchmark Model Rank Results
motion-synthesis-on-motion-xT2M-GPT#2FID: 1.366TMR-R-Precision Top3: 0.655TMR-Matching Score: 0.881…
motion-synthesis-on-kit-motion-languageT2M-GPT (τ ∈ U[0, 1])#19FID: 0.514R Precision Top3: 0.745Diversity: 10.921…
motion-synthesis-on-kit-motion-languageT2M-GPT (τ = 0.5)#20FID: 0.717R Precision Top3: 0.737Diversity: 10.862…
motion-synthesis-on-kit-motion-languageT2M-GPT (τ = 0)#21FID: 0.737R Precision Top3: 0.716Diversity: 11.198…
motion-synthesis-on-humanml3dT2M-GPT (τ = 0.5)#21FID: 0.116R Precision Top3: 0.775Diversity: 9.761…
motion-synthesis-on-humanml3dT2M-GPT (τ = 0)#23FID: 0.140R Precision Top3: 0.685Diversity: 9.844…
motion-synthesis-on-humanml3dT2M-GPT (τ ∈ U[0, 1])#24FID: 0.141R Precision Top3: 0.775Diversity: 9.722…