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Papers Benchmarks Datasets Tasks

Guided Depth Super-resolution research benchmarks · SOTA2 Research

Guided Depth Super-resolution

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

1.1RMSE (4x)

12

Apr 7, 2026

0.8RMSE (x4)

11

Apr 7, 2026

1.02RMSE (x4)

11

Apr 7, 2026

1.04RMSE (x4)

11

Apr 7, 2026

DIML x16 upsampling

Learning Graph Regularisation

9.45MSE

10

Feb 26, 2026

DIML x8 upsampling

Learning Graph Regularisation

3.51MSE

10

Feb 26, 2026

DIML x4 upsampling

Learning Graph Regularisation

1.68MSE

10

Feb 26, 2026

NYUv2 x16 upsampling

Learning Graph Regularisation

67.5MSE

10

Feb 26, 2026

NYU x8 upsampling v2

Learning Graph Regularisation

19.6MSE

10

Feb 26, 2026

NYU x4 upsampling v2

Learning Graph Regularisation

6.45MSE

10

Feb 26, 2026

Middlebury x16 upsampling

Learning Graph Regularisation

24.7MSE

10

Feb 26, 2026

Middlebury x8 upsampling

Learning Graph Regularisation

7.26MSE

10

Feb 26, 2026

Middlebury x4 upsampling

Learning Graph Regularisation

3.04MSE

10

Feb 26, 2026

TOFDSR 2024 (val)

2.09RMSE

9

Apr 7, 2026

Learning Graph Regularisation

8.25MSE

9

Feb 26, 2026

Learning Graph Regularisation

4.95MSE

9

Feb 26, 2026

DIML Indoor (test)

38.6MSE

3

Feb 26, 2026

NYUv2 raw (test)

17.1MSE

3

Feb 26, 2026

Popular datasets

NYU Middlebury DIML TOFDSR Lu

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