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Papers Benchmarks Datasets Tasks

3D surface reconstruction research benchmarks – Page 3 · SOTA2 Research

3D surface reconstruction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

UrbanScene3D PolyTech scene

0.01CD

3

Feb 26, 2026

Neural RGB-D Synthetic 10 scenes (test)

0.016Accuracy

3

Feb 27, 2026

Tanks and Temples (train)

42.3F1 Score (4 Views)

2

Feb 26, 2026

ShapeNet Tables, Lamps, and Chairs classes 12

90IoU

2

Feb 26, 2026

0.03Mean Chord Error

2

Feb 26, 2026

0.023MC

2

Feb 26, 2026

12.25Mean Chord Error (x10^-3)

2

Feb 26, 2026

Page 3 of 3

Popular datasets

3D-CRS Synthetic Blender D-NeRF ShapeNet ScanNet

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