HumanML3D
Benchmarks
TaskDatasetSOTA resultTrendResults
HumanML3D (test)
0FID
576
HumanML3D (test)
0.002FID
298
HumanML3D
0.002FID
96
HumanML3D (test)
0Average Error
82
HumanML3D (test)
58.1R-Precision@1
80
HumanML3D (test)
100BLEU@4
48
HumanML3D
78.6R-Precision (Top 1)
43
HumanML3D
36.982PSNR
40
HumanML3D (test)
0MPJPE
40
HumanML3D 19 (test)
0.002FID
37
HumanML3D (test)
76.73R@1
33
HumanML3D 1 (test)
0.517R-Precision (Top 1)
32
HumanML3D (test)
78.21R@1
30
HumanML3D (test)
0.002FID
27
HumanML3D (test)
69.9BLEU-1
27
HumanML3D 1.0 (test)
68.64R@1
24
HumanML3D 1.0 (test)
68.58R@1
24
HumanML3D
60.2R@1
20
HumanML3D full dimension (test)
52.3R-Precision Top 1
20
HumanML3D Kinematic Representation (test)
0.603R-Precision@1
19
HumanML3D
88.05Recall@3
19
HumanML3D (Retain Set)
0.064FID
17
HumanML3D (Forget Set)
0.44FID
17
HumanML3D
68.86R@1
16
HumanML3D MARDM-67 evaluator (test)
0FID
16