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Papers Benchmarks Datasets Tasks

Appearance reconstruction research benchmarks · SOTA2 Research

Appearance reconstruction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

28.45PSNR

54

Mar 10, 2026

Satellite Surface Reconstruction IAPRA & JAX scenes

27.03PSNR

24

May 11, 2026

InterHand2.6M (test)

0.01L1 Loss

8

Feb 26, 2026

23.68PSNR

7

May 11, 2026

Toys4k Preserved Part

22.8PSNR

7

May 4, 2026

25.14PSNR

7

May 4, 2026

AirSim Synthetic Dataset (Average)

28.64PSNR

6

Mar 10, 2026

AirSim Village scene Synthetic

28.1PSNR

6

Mar 10, 2026

AirSim Synthetic (Factory)

28.38PSNR

6

Mar 10, 2026

AirSim (Garden scene)

29.36PSNR

6

Mar 10, 2026

0.015L1 Loss

4

Feb 26, 2026

SAPIEN synthetic shapes (unseen)

13.32Laptop Deviation

4

Feb 26, 2026

Popular datasets

AirSim Waymo SAPIEN InterHand Toys4K

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