HumanML3D
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
HumanML3D
13.8MPJPE
5
HumanML3D Harder (test)
50.2R-Precision (Top 1)
5
HumanML3D Rotation Representation (test)
63.4R-Precision Top 1
5
HumanML3D
69.9BLEU@1
5
HumanML3D-LS (test)
43.7R Precision (Top 1)
5
HumanML3D (test)
0.075Foot Skate
5
HumanML3D (test)
76.5Structural Monotonicity (Peak)
4
HumanML3D 22 joints SMPL (test)
11.6R@1
4
HumanML3D Relative (test)
71.3R-Precision
4
Extended HumanML3D (test)
58.1Top-1 Acc
4
HumanML3D (test)
0.536R-Precision (Top-1)
4
HumanML3D (test)
0.096Foot Skate
4
HumanML3D (test)
0.797R-Precision Top-3
3
HumanML3D (test)
0.003Sliding-scope FID
3
HumanML3D (novel text prompts)
51.43Best Motion Rate
3
HumanML3D
0.004Foot Skate
3
HumanML3D
0.522R-Precision Top 1
3
HumanML3D
52.5R-Precision@1
3
HumanML3D
51.8R-Precision Top 1
3
HumanML3D
51.8R-Precision@1
3
HumanML3D
0.09FID
3
HumanML3D
0.12FID
3
HumanML3D
0.104FID
3
HumanML3D
0.103FID
3
HumanML3D English prompts
47Win Rate
3