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Papers Benchmarks Datasets Tasks

AMASS dataset and benchmarks – Page 4 · SOTA2 Research

Research Datasets

AMASS

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Unconditional Pose Prior

AMASS (train)

3.57Mean Recall

3

Motion In-between

AMASS

0.002FID

3

Human Motion Prediction

AMASS

55.5Rank 1 Rate

3

Motion Imitation

AMASS (full)

24Sinter

3

Motion Synthesis

AMASS (test)

6.508FID

3

Motion Reconstruction

AMASS (test)

5.988MRE

3

Physics-based Garment Simulation

AMASS 1.0 (test)

0Data generation (h)

3

Human-aware Navigation

AMASS

100Collision Avoidance

2

Rotation distribution estimation given 2D key points

AMASS (test)

202.2Log Likelihood

2

Unconditional human pose prior

AMASS (train)

184.7Log Likelihood

1

Unconditional human pose prior

AMASS (test)

137.6Log Likelihood

1

Human Pose Prior Evaluation

AMASS (train)

—Primary metric

0

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Popular tasks

Human Pose Estimation Human Motion Prediction Motion Prediction Motion Tracking Inverse Kinematics

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