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Object Removal research benchmarks – Page 2 · SOTA2 Research

Object Removal

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

SPIn-NeRF Lambertian scene 1.0 (test)

20.55PSNR

7

May 4, 2026

GOR-IS-Real 1.0 (test)

24.52PSNR

7

May 4, 2026

GOR-IS-Synthetic 1.0 (test)

31.91PSNR

7

May 4, 2026

47.5UPR Score

7

Mar 31, 2026

Occlusion-Bench

23.17Instance Fidelity (Frame)

6

May 25, 2026

80YN-Acc

6

Mar 17, 2026

SE360 360° panorama (test)

73.143CS-Nopers

6

Feb 26, 2026

93.7DINO Score

6

Feb 26, 2026

16.46FID

6

Feb 26, 2026

Target Prompts tench

80.4ASR

6

Feb 26, 2026

SPInNeRF 51 (test)

31.72PSNR

6

Feb 26, 2026

45.742PSNR

5

Feb 26, 2026

0.054LPIPS

4

Feb 26, 2026

0.305CLIP-T

3

May 18, 2026

User Study against ObjectClear

22.5Win Rate

2

May 12, 2026

SPIn-NeRF official object removal (test)

28.87PSNR

2

Feb 26, 2026

Video Dynamics Prior

445FVD

2

Feb 26, 2026

0.491SSIM

2

Feb 26, 2026

0.797SSIM

2

Feb 26, 2026

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