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EgoExo4D dataset and benchmarks – Page 2 · SOTA2 Research

Research Datasets

EgoExo4D

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Human and Scene Reconstruction

EgoExo4D 1.0 (test)

0.34s-TE

5

Streaming Narration

EgoExo4D v1 (test)

13.21MACs

4

Hand Pose Forecasting

EgoExo4D

0.076MPJPE

4

3D Human Pose Estimation

EgoExo4D

0.26W-MPJPE

4

Motion Reconstruction

EgoExo4D real-world

0.048Jerk

4

Video Retrieval

EgoExo4D (test)

18.2mAP

3

IMU Motion Captioning

EgoExo4D Zero-shot

20.7BLEU-1

3

Video Classification

EgoExo4D (test val)

68.1Top-1 Acc

3

Egocentric Motion Generation

EgoExo4D (val)

0.454MPJPE

2

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Popular tasks

Egocentric Gaze Estimation Proficiency estimation 3D Hand Mesh Reconstruction Fine-grained Keystep Recognition Human and Scene Reconstruction

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