HumanML3D
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
HumanML3D (test)
100BLEU
8
HumanML3D 2022 (test)
0.116FID
8
HumanML3D Average
81.7R-Precision (Top-3)
7
HumanML3D Pelvis
81.2R-Precision (Top-3)
7
HumanML3D (test)
0.002FID
7
HumanML3D 40 unseen texts
24.03CLIP Score
7
HumanML3D retargeted (test)
77.4R-Precision@1
7
HumanML3D official evaluator from MotionStreamer (test)
9.46FID
7
HumanML3D
0.11MMD
7
HumanML3D-X 1.0 (test)
0FID
7
HumanML3D (test)
81.9R-Precision Top-3
7
HumanML3D (test)
0.821R-Precision Top-3
7
HumanML3D Last-half completion (test)
0.001FID
6
HumanML3D Middle-half completion (test)
0.001FID
6
HumanML3D First-half completion (test)
0.001FID
6
HumanML3D (test)
0.797R-Prec
6
HumanML3D (test)
15.584Floating Error (mm)
6
HumanML3D (test)
0.119FID
6
HumanML3D (In-distribution)
13.91R@1
6
HumanML3D
70.23R@1
6
HumanML3D
69.31R@1
6
HumanML3D (test)
0.029Foot Skate
6
HumanML3D (test)
0.096Foot Skate
6
HumanML3D Transition (test)
0FID
6
HumanML3D Subsequence (test)
79.6R-precision
6