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View Synthesis research benchmarks – Page 4 · SOTA2 Research

View Synthesis

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Spaces dense 12 views (val)

36.05PSNR

4

Feb 26, 2026

21.67PSNR

4

Feb 26, 2026

iPhone Foods scene sparse views real-world (test)

31.83PSNR

4

Feb 26, 2026

iPhone Toys scene large displacements real-world (test)

32.9PSNR

4

Feb 26, 2026

DeepVoxels Diffuse Synthetic 360° (test)

40.15PSNR

4

Feb 26, 2026

Articulat3D Real

26.73PSNR

3

Mar 13, 2026

Articulat3D-Sim

37.8PSNR

3

Mar 13, 2026

Video2Articulation S

35.91PSNR

3

Mar 13, 2026

NeRF-Synthetic 128x128 low-resolution (test)

31.4PSNR

3

Feb 26, 2026

NeRF-Synthetic 64x64 low-resolution (test)

29.87PSNR

3

Feb 26, 2026

0.371LPIPS

3

Feb 26, 2026

5K images random camera poses (C_random)

Persistent Nature

23.39FID

3

Feb 26, 2026

5K images forward motion (C_forward)

Persistent Nature

26.67FID

3

Feb 26, 2026

5K images camera poses C (train)

9.85FID

3

Feb 26, 2026

Real-World fixed illumination (test)

23.95PSNR

3

Feb 26, 2026

Synthetic fixed illumination (test)

34.24PSNR

3

Feb 26, 2026

Our dataset Hard Set 1.0 m to 2.0 m

Layout-Guided Novel View Synthesis (Ours)

0.73Human Preference Rate

3

Feb 26, 2026

Our dataset Easy Set (0.2 m to 0.3 m)

Layout-Guided Novel View Synthesis (Ours)

66Human Preference Rate

3

Feb 26, 2026

0.07Memorization L1

3

Feb 26, 2026

19Memorization L1

3

Feb 26, 2026

Real Forward-Facing (LLFF) 1/8 hold-out (test)

26.5PSNR

3

Feb 26, 2026

Rendered Dataset (Revisit Comp.)

18.57PSNR

2

Jul 1, 2026

Rendered Dataset (GT Comp.)

21.23PSNR

2

Jul 1, 2026

Ablation Scene (test)

Painting 3D Nature in 2D

1.6NLL

2

Feb 26, 2026

Adobe Stock 2 sequences

24.5PSNR

2

Feb 26, 2026

Page 4 of 5

Popular datasets

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