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3D Reconstruction research benchmarks – Page 21 · SOTA2 Research

3D Reconstruction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

CO3D Chair v1 (test)

10.23F-score

2

Feb 26, 2026

CO3D Backpack v1 (test)

12.22F-score

2

Feb 26, 2026

Few ‘Zero Level Set’-Shot Learning

84IoU

2

Feb 26, 2026

Original View Images

Controllable Convolutional Deformation

0.31LPIPS

2

Feb 26, 2026

CUB bird dataset

0.043Texture L1 Loss

2

Feb 26, 2026

0.073e_map (m)

1

Feb 26, 2026

0.086e_map (m)

1

Feb 26, 2026

—

—Primary metric

0

Jul 7, 2026

VECtor sofa-normal 65

—

—Accuracy

0

Feb 26, 2026

VECtor desk-normal 65

—

—Accuracy

0

Feb 26, 2026

VECtor sofa-fast 65

—

—Accuracy

0

Feb 26, 2026

VECtor desk-fast 65

—

—Accuracy

0

Feb 26, 2026

Replica 62 (avg, room0, room1, room2, office0, office1, office2, office3, office4)

—

—Accuracy

0

Feb 26, 2026

ICPARK representative sub-regions

—

—Primary metric

0

Feb 26, 2026

—

—Primary metric

0

Feb 26, 2026

Page 21 of 21

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