felixleungsc/paperswithcode-data-evaluation-tables

task_path stringlengths 3 199 ⌀	dataset stringlengths 1 128 ⌀	model_name stringlengths 1 223 ⌀	paper_url stringlengths 21 601 ⌀	metric_name stringlengths 1 50 ⌀	metric_value stringlengths 1 9.22k ⌀
3D Human Pose Tracking > Motion Synthesis	HumanML3D	BiPO	https://arxiv.org/abs/2412.00112v2	FID	0.030
3D Human Pose Tracking > Motion Synthesis	HumanML3D	BiPO	https://arxiv.org/abs/2412.00112v2	Diversity	9.556
3D Human Pose Tracking > Motion Synthesis	HumanML3D	BiPO	https://arxiv.org/abs/2412.00112v2	Multimodality	1.374
3D Human Pose Tracking > Motion Synthesis	HumanML3D	BiPO	https://arxiv.org/abs/2412.00112v2	R Precision Top3	0.809
3D Human Pose Tracking > Motion Synthesis	HumanML3D	DisCoRD (+MoMask)	https://arxiv.org/abs/2411.19527v3	FID	0.032
3D Human Pose Tracking > Motion Synthesis	HumanML3D	DisCoRD (+MoMask)	https://arxiv.org/abs/2411.19527v3	Multimodality	1.288
3D Human Pose Tracking > Motion Synthesis	HumanML3D	DisCoRD (+MoMask)	https://arxiv.org/abs/2411.19527v3	R Precision Top3	0.809
3D Human Pose Tracking > Motion Synthesis	HumanML3D	MoMask	https://arxiv.org/abs/2312.00063v1	FID	0.045
3D Human Pose Tracking > Motion Synthesis	HumanML3D	MoMask	https://arxiv.org/abs/2312.00063v1	Multimodality	1.241
3D Human Pose Tracking > Motion Synthesis	HumanML3D	MoMask	https://arxiv.org/abs/2312.00063v1	R Precision Top3	0.807
3D Human Pose Tracking > Motion Synthesis	HumanML3D	BAD (CBS)	https://arxiv.org/abs/2409.10847v1	FID	0.049
3D Human Pose Tracking > Motion Synthesis	HumanML3D	BAD (CBS)	https://arxiv.org/abs/2409.10847v1	Diversity	9.688
3D Human Pose Tracking > Motion Synthesis	HumanML3D	BAD (CBS)	https://arxiv.org/abs/2409.10847v1	Multimodality	1.119
3D Human Pose Tracking > Motion Synthesis	HumanML3D	BAD (CBS)	https://arxiv.org/abs/2409.10847v1	R Precision Top3	0.800
3D Human Pose Tracking > Motion Synthesis	HumanML3D	Free-T2M (StableMoFusion)	https://arxiv.org/abs/2501.18232v1	FID	0.051
3D Human Pose Tracking > Motion Synthesis	HumanML3D	Free-T2M (StableMoFusion)	https://arxiv.org/abs/2501.18232v1	Diversity	9.480
3D Human Pose Tracking > Motion Synthesis	HumanML3D	Free-T2M (StableMoFusion)	https://arxiv.org/abs/2501.18232v1	R Precision Top3	0.803
3D Human Pose Tracking > Motion Synthesis	HumanML3D	MCM	https://arxiv.org/abs/2404.12886v1	FID	0.053
3D Human Pose Tracking > Motion Synthesis	HumanML3D	MCM	https://arxiv.org/abs/2404.12886v1	Diversity	9.585
3D Human Pose Tracking > Motion Synthesis	HumanML3D	MCM	https://arxiv.org/abs/2404.12886v1	Multimodality	0.8104
3D Human Pose Tracking > Motion Synthesis	HumanML3D	MCM	https://arxiv.org/abs/2404.12886v1	R Precision Top3	0.788
3D Human Pose Tracking > Motion Synthesis	HumanML3D	BAMM	https://arxiv.org/abs/2403.19435v3	FID	0.055
3D Human Pose Tracking > Motion Synthesis	HumanML3D	BAMM	https://arxiv.org/abs/2403.19435v3	Diversity	9.717
3D Human Pose Tracking > Motion Synthesis	HumanML3D	BAMM	https://arxiv.org/abs/2403.19435v3	Multimodality	1.687
3D Human Pose Tracking > Motion Synthesis	HumanML3D	BAMM	https://arxiv.org/abs/2403.19435v3	R Precision Top3	0.814
3D Human Pose Tracking > Motion Synthesis	HumanML3D	BAD (OAAS)	https://arxiv.org/abs/2409.10847v1	FID	0.065
3D Human Pose Tracking > Motion Synthesis	HumanML3D	BAD (OAAS)	https://arxiv.org/abs/2409.10847v1	Diversity	9.694
3D Human Pose Tracking > Motion Synthesis	HumanML3D	BAD (OAAS)	https://arxiv.org/abs/2409.10847v1	Multimodality	1.194
3D Human Pose Tracking > Motion Synthesis	HumanML3D	BAD (OAAS)	https://arxiv.org/abs/2409.10847v1	R Precision Top3	0.808
3D Human Pose Tracking > Motion Synthesis	HumanML3D	DiverseMotion (s=1)	https://arxiv.org/abs/2309.01372v1	FID	0.070
3D Human Pose Tracking > Motion Synthesis	HumanML3D	DiverseMotion (s=1)	https://arxiv.org/abs/2309.01372v1	Diversity	9.551
3D Human Pose Tracking > Motion Synthesis	HumanML3D	DiverseMotion (s=1)	https://arxiv.org/abs/2309.01372v1	Multimodality	2.062
3D Human Pose Tracking > Motion Synthesis	HumanML3D	DiverseMotion (s=1)	https://arxiv.org/abs/2309.01372v1	R Precision Top3	0.783
3D Human Pose Tracking > Motion Synthesis	HumanML3D	DiverseMotion (s=2)	https://arxiv.org/abs/2309.01372v1	FID	0.072
3D Human Pose Tracking > Motion Synthesis	HumanML3D	DiverseMotion (s=2)	https://arxiv.org/abs/2309.01372v1	Diversity	9.683
3D Human Pose Tracking > Motion Synthesis	HumanML3D	DiverseMotion (s=2)	https://arxiv.org/abs/2309.01372v1	Multimodality	1.869
3D Human Pose Tracking > Motion Synthesis	HumanML3D	DiverseMotion (s=2)	https://arxiv.org/abs/2309.01372v1	R Precision Top3	0.802
3D Human Pose Tracking > Motion Synthesis	HumanML3D	MMM (predict length)	https://arxiv.org/abs/2312.03596v2	FID	0.080
3D Human Pose Tracking > Motion Synthesis	HumanML3D	MMM (predict length)	https://arxiv.org/abs/2312.03596v2	Diversity	9.411
3D Human Pose Tracking > Motion Synthesis	HumanML3D	MMM (predict length)	https://arxiv.org/abs/2312.03596v2	Multimodality	1.164
3D Human Pose Tracking > Motion Synthesis	HumanML3D	MMM (predict length)	https://arxiv.org/abs/2312.03596v2	R Precision Top3	0.794
3D Human Pose Tracking > Motion Synthesis	HumanML3D	MMM (gt length)	https://arxiv.org/abs/2312.03596v2	FID	0.089
3D Human Pose Tracking > Motion Synthesis	HumanML3D	MMM (gt length)	https://arxiv.org/abs/2312.03596v2	Diversity	9.577
3D Human Pose Tracking > Motion Synthesis	HumanML3D	MMM (gt length)	https://arxiv.org/abs/2312.03596v2	Multimodality	1.226
3D Human Pose Tracking > Motion Synthesis	HumanML3D	MMM (gt length)	https://arxiv.org/abs/2312.03596v2	R Precision Top3	0.804
3D Human Pose Tracking > Motion Synthesis	HumanML3D	ReMoDiffuse	https://arxiv.org/abs/2304.01116v1	FID	0.103
3D Human Pose Tracking > Motion Synthesis	HumanML3D	ReMoDiffuse	https://arxiv.org/abs/2304.01116v1	Diversity	9.018
3D Human Pose Tracking > Motion Synthesis	HumanML3D	ReMoDiffuse	https://arxiv.org/abs/2304.01116v1	Multimodality	1.795
3D Human Pose Tracking > Motion Synthesis	HumanML3D	ReMoDiffuse	https://arxiv.org/abs/2304.01116v1	R Precision Top3	0.795
3D Human Pose Tracking > Motion Synthesis	HumanML3D	ParCo	https://arxiv.org/abs/2403.18512v2	FID	0.109
3D Human Pose Tracking > Motion Synthesis	HumanML3D	ParCo	https://arxiv.org/abs/2403.18512v2	Diversity	9.576
3D Human Pose Tracking > Motion Synthesis	HumanML3D	ParCo	https://arxiv.org/abs/2403.18512v2	Multimodality	1.382
3D Human Pose Tracking > Motion Synthesis	HumanML3D	ParCo	https://arxiv.org/abs/2403.18512v2	R Precision Top3	0.801
3D Human Pose Tracking > Motion Synthesis	HumanML3D	GUESS	https://arxiv.org/abs/2401.02142v2	FID	0.109
3D Human Pose Tracking > Motion Synthesis	HumanML3D	GUESS	https://arxiv.org/abs/2401.02142v2	Diversity	9.826
3D Human Pose Tracking > Motion Synthesis	HumanML3D	GUESS	https://arxiv.org/abs/2401.02142v2	Multimodality	2.430
3D Human Pose Tracking > Motion Synthesis	HumanML3D	GUESS	https://arxiv.org/abs/2401.02142v2	R Precision Top3	0.787
3D Human Pose Tracking > Motion Synthesis	HumanML3D	AttT2M	https://arxiv.org/abs/2309.00796v1	FID	0.112
3D Human Pose Tracking > Motion Synthesis	HumanML3D	AttT2M	https://arxiv.org/abs/2309.00796v1	Diversity	9.700
3D Human Pose Tracking > Motion Synthesis	HumanML3D	AttT2M	https://arxiv.org/abs/2309.00796v1	Multimodality	2.452
3D Human Pose Tracking > Motion Synthesis	HumanML3D	AttT2M	https://arxiv.org/abs/2309.00796v1	R Precision Top3	0.786
3D Human Pose Tracking > Motion Synthesis	HumanML3D	EMDM	https://arxiv.org/abs/2312.02256v3	FID	0.112
3D Human Pose Tracking > Motion Synthesis	HumanML3D	EMDM	https://arxiv.org/abs/2312.02256v3	Diversity	9.551
3D Human Pose Tracking > Motion Synthesis	HumanML3D	EMDM	https://arxiv.org/abs/2312.02256v3	Multimodality	1.641
3D Human Pose Tracking > Motion Synthesis	HumanML3D	EMDM	https://arxiv.org/abs/2312.02256v3	R Precision Top3	0.786
3D Human Pose Tracking > Motion Synthesis	HumanML3D	GraphMotion	https://openreview.net/forum?id=xSEhb2j3TK	FID	0.116
3D Human Pose Tracking > Motion Synthesis	HumanML3D	GraphMotion	https://openreview.net/forum?id=xSEhb2j3TK	Diversity	9.692
3D Human Pose Tracking > Motion Synthesis	HumanML3D	GraphMotion	https://openreview.net/forum?id=xSEhb2j3TK	Multimodality	2.766
3D Human Pose Tracking > Motion Synthesis	HumanML3D	GraphMotion	https://openreview.net/forum?id=xSEhb2j3TK	R Precision Top3	0.785
3D Human Pose Tracking > Motion Synthesis	HumanML3D	T2M-GPT (τ = 0.5)	https://arxiv.org/abs/2301.06052v4	FID	0.116
3D Human Pose Tracking > Motion Synthesis	HumanML3D	T2M-GPT (τ = 0.5)	https://arxiv.org/abs/2301.06052v4	Diversity	9.761
3D Human Pose Tracking > Motion Synthesis	HumanML3D	T2M-GPT (τ = 0.5)	https://arxiv.org/abs/2301.06052v4	Multimodality	1.856
3D Human Pose Tracking > Motion Synthesis	HumanML3D	T2M-GPT (τ = 0.5)	https://arxiv.org/abs/2301.06052v4	R Precision Top3	0.775
3D Human Pose Tracking > Motion Synthesis	HumanML3D	T2M-GPT (τ = 0)	https://arxiv.org/abs/2301.06052v4	FID	0.140
3D Human Pose Tracking > Motion Synthesis	HumanML3D	T2M-GPT (τ = 0)	https://arxiv.org/abs/2301.06052v4	Diversity	9.844
3D Human Pose Tracking > Motion Synthesis	HumanML3D	T2M-GPT (τ = 0)	https://arxiv.org/abs/2301.06052v4	Multimodality	3.285
3D Human Pose Tracking > Motion Synthesis	HumanML3D	T2M-GPT (τ = 0)	https://arxiv.org/abs/2301.06052v4	R Precision Top3	0.685
3D Human Pose Tracking > Motion Synthesis	HumanML3D	T2M-GPT (τ ∈ U[0, 1])	https://arxiv.org/abs/2301.06052v4	FID	0.141
3D Human Pose Tracking > Motion Synthesis	HumanML3D	T2M-GPT (τ ∈ U[0, 1])	https://arxiv.org/abs/2301.06052v4	Diversity	9.722
3D Human Pose Tracking > Motion Synthesis	HumanML3D	T2M-GPT (τ ∈ U[0, 1])	https://arxiv.org/abs/2301.06052v4	Multimodality	1.831
3D Human Pose Tracking > Motion Synthesis	HumanML3D	T2M-GPT (τ ∈ U[0, 1])	https://arxiv.org/abs/2301.06052v4	R Precision Top3	0.775
3D Human Pose Tracking > Motion Synthesis	HumanML3D	FineMoGen	https://arxiv.org/abs/2312.15004v1	FID	0.151
3D Human Pose Tracking > Motion Synthesis	HumanML3D	FineMoGen	https://arxiv.org/abs/2312.15004v1	Diversity	9.263
3D Human Pose Tracking > Motion Synthesis	HumanML3D	FineMoGen	https://arxiv.org/abs/2312.15004v1	Multimodality	2.696
3D Human Pose Tracking > Motion Synthesis	HumanML3D	FineMoGen	https://arxiv.org/abs/2312.15004v1	R Precision Top3	0.784
3D Human Pose Tracking > Motion Synthesis	HumanML3D	Fg-T2M	https://arxiv.org/abs/2309.06284v1	FID	0.243
3D Human Pose Tracking > Motion Synthesis	HumanML3D	Fg-T2M	https://arxiv.org/abs/2309.06284v1	Diversity	9.278
3D Human Pose Tracking > Motion Synthesis	HumanML3D	Fg-T2M	https://arxiv.org/abs/2309.06284v1	Multimodality	1.614
3D Human Pose Tracking > Motion Synthesis	HumanML3D	Fg-T2M	https://arxiv.org/abs/2309.06284v1	R Precision Top3	0.783
3D Human Pose Tracking > Motion Synthesis	HumanML3D	Motion Mamba	https://arxiv.org/abs/2403.07487v4	FID	0.281
3D Human Pose Tracking > Motion Synthesis	HumanML3D	Motion Mamba	https://arxiv.org/abs/2403.07487v4	Diversity	9.871
3D Human Pose Tracking > Motion Synthesis	HumanML3D	Motion Mamba	https://arxiv.org/abs/2403.07487v4	Multimodality	2.294
3D Human Pose Tracking > Motion Synthesis	HumanML3D	Motion Mamba	https://arxiv.org/abs/2403.07487v4	R Precision Top3	0.792
3D Human Pose Tracking > Motion Synthesis	HumanML3D	MotionLCM (4-step)	https://arxiv.org/abs/2404.19759v3	FID	0.304
3D Human Pose Tracking > Motion Synthesis	HumanML3D	MotionLCM (4-step)	https://arxiv.org/abs/2404.19759v3	Diversity	9.607
3D Human Pose Tracking > Motion Synthesis	HumanML3D	MotionLCM (4-step)	https://arxiv.org/abs/2404.19759v3	Multimodality	2.259
3D Human Pose Tracking > Motion Synthesis	HumanML3D	MotionLCM (4-step)	https://arxiv.org/abs/2404.19759v3	R Precision Top3	0.798
3D Human Pose Tracking > Motion Synthesis	HumanML3D	MLD	https://arxiv.org/abs/2212.04048v3	FID	0.473
3D Human Pose Tracking > Motion Synthesis	HumanML3D	MLD	https://arxiv.org/abs/2212.04048v3	Diversity	9.724
3D Human Pose Tracking > Motion Synthesis	HumanML3D	MLD	https://arxiv.org/abs/2212.04048v3	Multimodality	2.413

3D Human Pose Tracking > Motion Synthesis

HumanML3D

BiPO

https://arxiv.org/abs/2412.00112v2

FID

0.030

3D Human Pose Tracking > Motion Synthesis

HumanML3D

BiPO

https://arxiv.org/abs/2412.00112v2

Diversity

9.556

3D Human Pose Tracking > Motion Synthesis

HumanML3D

BiPO

https://arxiv.org/abs/2412.00112v2

Multimodality

1.374

3D Human Pose Tracking > Motion Synthesis

HumanML3D

BiPO

https://arxiv.org/abs/2412.00112v2

R Precision Top3

0.809

3D Human Pose Tracking > Motion Synthesis

HumanML3D

DisCoRD (+MoMask)

https://arxiv.org/abs/2411.19527v3

FID

0.032

3D Human Pose Tracking > Motion Synthesis

HumanML3D

DisCoRD (+MoMask)

https://arxiv.org/abs/2411.19527v3

Multimodality

1.288

3D Human Pose Tracking > Motion Synthesis

HumanML3D

DisCoRD (+MoMask)

https://arxiv.org/abs/2411.19527v3

R Precision Top3

0.809

3D Human Pose Tracking > Motion Synthesis

HumanML3D

MoMask

https://arxiv.org/abs/2312.00063v1

FID

0.045

3D Human Pose Tracking > Motion Synthesis

HumanML3D

MoMask

https://arxiv.org/abs/2312.00063v1

Multimodality

1.241

3D Human Pose Tracking > Motion Synthesis

HumanML3D

MoMask

https://arxiv.org/abs/2312.00063v1

R Precision Top3

0.807

3D Human Pose Tracking > Motion Synthesis

HumanML3D

BAD (CBS)

https://arxiv.org/abs/2409.10847v1

FID

0.049

3D Human Pose Tracking > Motion Synthesis

HumanML3D

BAD (CBS)

https://arxiv.org/abs/2409.10847v1

Diversity

9.688

3D Human Pose Tracking > Motion Synthesis

HumanML3D

BAD (CBS)

https://arxiv.org/abs/2409.10847v1

Multimodality

1.119

3D Human Pose Tracking > Motion Synthesis

HumanML3D

BAD (CBS)

https://arxiv.org/abs/2409.10847v1

R Precision Top3

0.800

3D Human Pose Tracking > Motion Synthesis

HumanML3D

Free-T2M (StableMoFusion)

https://arxiv.org/abs/2501.18232v1

FID

0.051

3D Human Pose Tracking > Motion Synthesis

HumanML3D

Free-T2M (StableMoFusion)

https://arxiv.org/abs/2501.18232v1

Diversity

9.480

3D Human Pose Tracking > Motion Synthesis

HumanML3D

Free-T2M (StableMoFusion)

https://arxiv.org/abs/2501.18232v1

R Precision Top3

0.803

3D Human Pose Tracking > Motion Synthesis

HumanML3D

MCM

https://arxiv.org/abs/2404.12886v1

FID

0.053

3D Human Pose Tracking > Motion Synthesis

HumanML3D

MCM

https://arxiv.org/abs/2404.12886v1

Diversity

9.585

3D Human Pose Tracking > Motion Synthesis

HumanML3D

MCM

https://arxiv.org/abs/2404.12886v1

Multimodality

0.8104

3D Human Pose Tracking > Motion Synthesis

HumanML3D

MCM

https://arxiv.org/abs/2404.12886v1

R Precision Top3

0.788

3D Human Pose Tracking > Motion Synthesis

HumanML3D

BAMM

https://arxiv.org/abs/2403.19435v3

FID

0.055

3D Human Pose Tracking > Motion Synthesis

HumanML3D

BAMM

https://arxiv.org/abs/2403.19435v3

Diversity

9.717

3D Human Pose Tracking > Motion Synthesis

HumanML3D

BAMM

https://arxiv.org/abs/2403.19435v3

Multimodality

1.687

3D Human Pose Tracking > Motion Synthesis

HumanML3D

BAMM

https://arxiv.org/abs/2403.19435v3

R Precision Top3

0.814

3D Human Pose Tracking > Motion Synthesis

HumanML3D

BAD (OAAS)

https://arxiv.org/abs/2409.10847v1

FID

0.065

3D Human Pose Tracking > Motion Synthesis

HumanML3D

BAD (OAAS)

https://arxiv.org/abs/2409.10847v1

Diversity

9.694

3D Human Pose Tracking > Motion Synthesis

HumanML3D

BAD (OAAS)

https://arxiv.org/abs/2409.10847v1

Multimodality

1.194

3D Human Pose Tracking > Motion Synthesis

HumanML3D

BAD (OAAS)

https://arxiv.org/abs/2409.10847v1

R Precision Top3

0.808

3D Human Pose Tracking > Motion Synthesis

HumanML3D

DiverseMotion (s=1)

https://arxiv.org/abs/2309.01372v1

FID

0.070

3D Human Pose Tracking > Motion Synthesis

HumanML3D

DiverseMotion (s=1)

https://arxiv.org/abs/2309.01372v1

Diversity

9.551

3D Human Pose Tracking > Motion Synthesis

HumanML3D

DiverseMotion (s=1)

https://arxiv.org/abs/2309.01372v1

Multimodality

2.062

3D Human Pose Tracking > Motion Synthesis

HumanML3D

DiverseMotion (s=1)

https://arxiv.org/abs/2309.01372v1

R Precision Top3

0.783

3D Human Pose Tracking > Motion Synthesis

HumanML3D

DiverseMotion (s=2)

https://arxiv.org/abs/2309.01372v1

FID

0.072

3D Human Pose Tracking > Motion Synthesis

HumanML3D

DiverseMotion (s=2)

https://arxiv.org/abs/2309.01372v1

Diversity

9.683

3D Human Pose Tracking > Motion Synthesis

HumanML3D

DiverseMotion (s=2)

https://arxiv.org/abs/2309.01372v1

Multimodality

1.869

3D Human Pose Tracking > Motion Synthesis

HumanML3D

DiverseMotion (s=2)

https://arxiv.org/abs/2309.01372v1

R Precision Top3

0.802

3D Human Pose Tracking > Motion Synthesis

HumanML3D

MMM (predict length)

https://arxiv.org/abs/2312.03596v2

FID

0.080

3D Human Pose Tracking > Motion Synthesis

HumanML3D

MMM (predict length)

https://arxiv.org/abs/2312.03596v2

Diversity

9.411

3D Human Pose Tracking > Motion Synthesis

HumanML3D

MMM (predict length)

https://arxiv.org/abs/2312.03596v2

Multimodality

1.164

3D Human Pose Tracking > Motion Synthesis

HumanML3D

MMM (predict length)

https://arxiv.org/abs/2312.03596v2

R Precision Top3

0.794

3D Human Pose Tracking > Motion Synthesis

HumanML3D

MMM (gt length)

https://arxiv.org/abs/2312.03596v2

FID

0.089

3D Human Pose Tracking > Motion Synthesis

HumanML3D

MMM (gt length)

https://arxiv.org/abs/2312.03596v2

Diversity

9.577

3D Human Pose Tracking > Motion Synthesis

HumanML3D

MMM (gt length)

https://arxiv.org/abs/2312.03596v2

Multimodality

1.226

3D Human Pose Tracking > Motion Synthesis

HumanML3D

MMM (gt length)

https://arxiv.org/abs/2312.03596v2

R Precision Top3

0.804

3D Human Pose Tracking > Motion Synthesis

HumanML3D

ReMoDiffuse

https://arxiv.org/abs/2304.01116v1

FID

0.103

3D Human Pose Tracking > Motion Synthesis

HumanML3D

ReMoDiffuse

https://arxiv.org/abs/2304.01116v1

Diversity

9.018

3D Human Pose Tracking > Motion Synthesis

HumanML3D

ReMoDiffuse

https://arxiv.org/abs/2304.01116v1

Multimodality

1.795

3D Human Pose Tracking > Motion Synthesis

HumanML3D

ReMoDiffuse

https://arxiv.org/abs/2304.01116v1

R Precision Top3

0.795

3D Human Pose Tracking > Motion Synthesis

HumanML3D

ParCo

https://arxiv.org/abs/2403.18512v2

FID

0.109

3D Human Pose Tracking > Motion Synthesis

HumanML3D

ParCo

https://arxiv.org/abs/2403.18512v2

Diversity

9.576

3D Human Pose Tracking > Motion Synthesis

HumanML3D

ParCo

https://arxiv.org/abs/2403.18512v2

Multimodality

1.382

3D Human Pose Tracking > Motion Synthesis

HumanML3D

ParCo

https://arxiv.org/abs/2403.18512v2

R Precision Top3

0.801

3D Human Pose Tracking > Motion Synthesis

HumanML3D

GUESS

https://arxiv.org/abs/2401.02142v2

FID

0.109

3D Human Pose Tracking > Motion Synthesis

HumanML3D

GUESS

https://arxiv.org/abs/2401.02142v2

Diversity

9.826

3D Human Pose Tracking > Motion Synthesis

HumanML3D

GUESS

https://arxiv.org/abs/2401.02142v2

Multimodality

2.430

3D Human Pose Tracking > Motion Synthesis

HumanML3D

GUESS

https://arxiv.org/abs/2401.02142v2

R Precision Top3

0.787

3D Human Pose Tracking > Motion Synthesis

HumanML3D

AttT2M

https://arxiv.org/abs/2309.00796v1

FID

0.112

3D Human Pose Tracking > Motion Synthesis

HumanML3D

AttT2M

https://arxiv.org/abs/2309.00796v1

Diversity

9.700

3D Human Pose Tracking > Motion Synthesis

HumanML3D

AttT2M

https://arxiv.org/abs/2309.00796v1

Multimodality

2.452

3D Human Pose Tracking > Motion Synthesis

HumanML3D

AttT2M

https://arxiv.org/abs/2309.00796v1

R Precision Top3

0.786

3D Human Pose Tracking > Motion Synthesis

HumanML3D

EMDM

https://arxiv.org/abs/2312.02256v3

FID

0.112

3D Human Pose Tracking > Motion Synthesis

HumanML3D

EMDM

https://arxiv.org/abs/2312.02256v3

Diversity

9.551

3D Human Pose Tracking > Motion Synthesis

HumanML3D

EMDM

https://arxiv.org/abs/2312.02256v3

Multimodality

1.641

3D Human Pose Tracking > Motion Synthesis

HumanML3D

EMDM

https://arxiv.org/abs/2312.02256v3

R Precision Top3

0.786

3D Human Pose Tracking > Motion Synthesis

HumanML3D

GraphMotion

https://openreview.net/forum?id=xSEhb2j3TK

FID

0.116

3D Human Pose Tracking > Motion Synthesis

HumanML3D

GraphMotion

https://openreview.net/forum?id=xSEhb2j3TK

Diversity

9.692

3D Human Pose Tracking > Motion Synthesis

HumanML3D

GraphMotion

https://openreview.net/forum?id=xSEhb2j3TK

Multimodality

2.766

3D Human Pose Tracking > Motion Synthesis

HumanML3D

GraphMotion

https://openreview.net/forum?id=xSEhb2j3TK

R Precision Top3

0.785

3D Human Pose Tracking > Motion Synthesis

HumanML3D

T2M-GPT (τ = 0.5)

https://arxiv.org/abs/2301.06052v4

FID

0.116

3D Human Pose Tracking > Motion Synthesis

HumanML3D

T2M-GPT (τ = 0.5)

https://arxiv.org/abs/2301.06052v4

Diversity

9.761

3D Human Pose Tracking > Motion Synthesis

HumanML3D

T2M-GPT (τ = 0.5)

https://arxiv.org/abs/2301.06052v4

Multimodality

1.856

3D Human Pose Tracking > Motion Synthesis

HumanML3D

T2M-GPT (τ = 0.5)

https://arxiv.org/abs/2301.06052v4

R Precision Top3

0.775

3D Human Pose Tracking > Motion Synthesis

HumanML3D

T2M-GPT (τ = 0)

https://arxiv.org/abs/2301.06052v4

FID

0.140

3D Human Pose Tracking > Motion Synthesis

HumanML3D

T2M-GPT (τ = 0)

https://arxiv.org/abs/2301.06052v4

Diversity

9.844

3D Human Pose Tracking > Motion Synthesis

HumanML3D

T2M-GPT (τ = 0)

https://arxiv.org/abs/2301.06052v4

Multimodality

3.285

3D Human Pose Tracking > Motion Synthesis

HumanML3D

T2M-GPT (τ = 0)

https://arxiv.org/abs/2301.06052v4

R Precision Top3

0.685

3D Human Pose Tracking > Motion Synthesis

HumanML3D

T2M-GPT (τ ∈ U[0, 1])

https://arxiv.org/abs/2301.06052v4

FID

0.141

3D Human Pose Tracking > Motion Synthesis

HumanML3D

T2M-GPT (τ ∈ U[0, 1])

https://arxiv.org/abs/2301.06052v4

Diversity

9.722

3D Human Pose Tracking > Motion Synthesis

HumanML3D

T2M-GPT (τ ∈ U[0, 1])

https://arxiv.org/abs/2301.06052v4

Multimodality

1.831

3D Human Pose Tracking > Motion Synthesis

HumanML3D

T2M-GPT (τ ∈ U[0, 1])

https://arxiv.org/abs/2301.06052v4

R Precision Top3

0.775

3D Human Pose Tracking > Motion Synthesis

HumanML3D

FineMoGen

https://arxiv.org/abs/2312.15004v1

FID

0.151

3D Human Pose Tracking > Motion Synthesis

HumanML3D

FineMoGen

https://arxiv.org/abs/2312.15004v1

Diversity

9.263

3D Human Pose Tracking > Motion Synthesis

HumanML3D

FineMoGen

https://arxiv.org/abs/2312.15004v1

Multimodality

2.696

3D Human Pose Tracking > Motion Synthesis

HumanML3D

FineMoGen

https://arxiv.org/abs/2312.15004v1

R Precision Top3

0.784

3D Human Pose Tracking > Motion Synthesis

HumanML3D

Fg-T2M

https://arxiv.org/abs/2309.06284v1

FID

0.243

3D Human Pose Tracking > Motion Synthesis

HumanML3D

Fg-T2M

https://arxiv.org/abs/2309.06284v1

Diversity

9.278

3D Human Pose Tracking > Motion Synthesis

HumanML3D

Fg-T2M

https://arxiv.org/abs/2309.06284v1

Multimodality

1.614

3D Human Pose Tracking > Motion Synthesis

HumanML3D

Fg-T2M

https://arxiv.org/abs/2309.06284v1

R Precision Top3

0.783

3D Human Pose Tracking > Motion Synthesis

HumanML3D

Motion Mamba

https://arxiv.org/abs/2403.07487v4

FID

0.281

3D Human Pose Tracking > Motion Synthesis

HumanML3D

Motion Mamba

https://arxiv.org/abs/2403.07487v4

Diversity

9.871

3D Human Pose Tracking > Motion Synthesis

HumanML3D

Motion Mamba

https://arxiv.org/abs/2403.07487v4

Multimodality

2.294

3D Human Pose Tracking > Motion Synthesis

HumanML3D

Motion Mamba

https://arxiv.org/abs/2403.07487v4

R Precision Top3

0.792

3D Human Pose Tracking > Motion Synthesis

HumanML3D

MotionLCM (4-step)

https://arxiv.org/abs/2404.19759v3

FID

0.304

3D Human Pose Tracking > Motion Synthesis

HumanML3D

MotionLCM (4-step)

https://arxiv.org/abs/2404.19759v3

Diversity

9.607

3D Human Pose Tracking > Motion Synthesis

HumanML3D

MotionLCM (4-step)

https://arxiv.org/abs/2404.19759v3

Multimodality

2.259

3D Human Pose Tracking > Motion Synthesis

HumanML3D

MotionLCM (4-step)

https://arxiv.org/abs/2404.19759v3

R Precision Top3

0.798

3D Human Pose Tracking > Motion Synthesis

HumanML3D

MLD

https://arxiv.org/abs/2212.04048v3

FID

0.473

3D Human Pose Tracking > Motion Synthesis

HumanML3D

MLD

https://arxiv.org/abs/2212.04048v3

Diversity

9.724

3D Human Pose Tracking > Motion Synthesis

HumanML3D

MLD

https://arxiv.org/abs/2212.04048v3

Multimodality

2.413