SOTA Text-to-motion generation benchmarks and papers with code

Benchmarks

Dataset Name	SOTA Method	Metric
HumanML3D (test)		FID0	331	4d ago
KIT-ML (test)		FID0.031	115	4d ago
HumanML3D 19 (test)		FID0.0016	37	4d ago
HumanML3D 1 (test)	TCA-T2M	R-Precision (Top 1)0.517	32	4d ago
HumanML3D full dimension (test)	MARDM	R-Precision Top 152.3	20	4d ago
HumanML3D (Retain Set)	MoMask	FID0.064	17	4d ago
HumanML3D (Forget Set)	DiP	FID0.44	17	4d ago
HumanML3D MARDM-67 evaluator (test)		FID0	16	4d ago
KIT-ML 1.0 (test)	TCA-T2M	R-Precision Top 142.8	14	4d ago
KIT (test)	GraphMotion	R-Precision Top-142.9	14	4d ago
KIT-ML 52 (test)	ENERGYMOGEN	R-Precision Top-10.436	11	4d ago
KIT-ML 46 (test)	Motion Anything	R-Precision Top 144.9	9	4d ago
KIT-ML full dimension (test)	Ours-SiT	R-Precision@138.7	9	4d ago
SnapMoGen (test)		R-Precision Top 10.94	8	4d ago
Mixamo 1 (test)	OMG	FID1.164	8	4d ago
HumanML3D 2022 (test)	T2M-GPT	FID0.116	8	4d ago
HumanML3D-X 1.0 (test)		FID0	7	4d ago
KeyframeFace (test)	Express4D-MDM	FID0.0348	7	4d ago
Human Preference Study T2M (test)		Human Preference Rate74	7	4d ago
InterHuman (test)		R-Precision (Top 1)0.481	6	4d ago
MTT	ENERGYMOGEN	R@111.5	6	4d ago
3D-HiW (test)	MotionGPT	RP30.573	5	4d ago
deltaHumanML3D-X Instruction Noising 1.0 (test)		FID0	5	4d ago
deltaHumanML3D-X Instruction Rephrasing 1.0 (test)		FID0	5	4d ago
OmniZoo 1.0 (test)		Diversity1.412	5	4d ago

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