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Objectron dataset and benchmarks · SOTA2 Research

Research Datasets

Objectron

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Multi-object editing

Objectron

16.41PSNR

6

Category-level pose estimation

Objectron

15.1Median Error

5

Object-centric prediction

Objectron 1.0 (isolated)

4.45Up Mean Error

5

Object-centric prediction

Objectron 1.0 (crop)

4.19Up Mean Error

5

3D Rotation Regression

Objectron Camera category (1% labeled)

24.4Mean Error

5

3D Rotation Regression

Objectron Bike category (1% labeled)

26.7Mean Error

5

Objectron (test)

15.076PSNR

4

3D Spatial Grounding

Objectron

87.3AP@15

4

Single-object 3D detection

Objectron

50.8AP3D

4

Indoor 3D Object Grounding

Objectron (test)

72.5AP (3D Category)

3

Monocular Camera Calibration

Objectron

0.078Error Focal Length (ef)

3

Absolute Orientation Estimation

Objectron (test)

22.62Median Error

2

Frame Interpolation

Objectron

26.7FVD

1

Popular tasks

3D Rotation Regression Object-centric prediction Frame Interpolation Category-level Pose Estimation Monocular Camera Calibration

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