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Papers Benchmarks Datasets Tasks

Novel View Rendering research benchmarks · SOTA2 Research

Novel View Rendering

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

33.7PSNR

21

Feb 26, 2026

ACID (medium overlap)

26.489PSNR

18

Jul 1, 2026

ACID small overlap

25.553PSNR

18

Jul 1, 2026

RealEstate-10K (large overlap)

29.51PSNR

12

Apr 21, 2026

N3DV Cut Roast Beef

33.06PSNR

11

Feb 26, 2026

N3DV Flame Steak

33.34PSNR

11

Feb 26, 2026

N3DV Sear Steak

33.12PSNR

11

Feb 26, 2026

N3DV Cook Spinach

32.59PSNR

11

Feb 26, 2026

Waymo Open Dataset lateral shift 3m renderings (test)

58.2NTA-IoU

8

Feb 26, 2026

Replica Average 60

35.78PSNR

6

Feb 26, 2026

RealSee3D-Real High Noise

0.364LPIPS

5

Jul 8, 2026

Matterport3D-360 Middle Noise

0.337LPIPS

5

Jul 8, 2026

RealSee3D-Synthesis No Noise

0.259LPIPS

5

Jul 8, 2026

PhotoShape (test)

29.49PSNR

5

Mar 13, 2026

Phy. Syn. (test)

33.65PSNR

5

Mar 13, 2026

Waymo Open Dataset Average of 9 segments

23.99PSNR

5

Feb 26, 2026

Waymo Open Dataset (Segment 405841)

25.72PSNR

5

Feb 26, 2026

Waymo Open Dataset (Segment 163453)

21PSNR

5

Feb 26, 2026

Waymo Open Dataset (Segment 158686)

21.71PSNR

5

Feb 26, 2026

Waymo Open Dataset (Segment 153495)

23.66PSNR

5

Feb 26, 2026

Waymo Open Dataset (Segment 152706)

23.95PSNR

5

Feb 26, 2026

Waymo Open Dataset (Segment 132384)

26.98PSNR

5

Feb 26, 2026

Waymo Open Dataset (Segment 106762)

26.19PSNR

5

Feb 26, 2026

Waymo Open Dataset (Segment 13476)

22.29PSNR

5

Feb 26, 2026

Waymo Open Dataset (Segment 100613)

24.41PSNR

5

Feb 26, 2026

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Waymo Open Dataset N3DV ACID Technicolor RealEstate-10K

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