Categories Companies Research

Loading the SOTA2 catalog…

Explore

Categories Companies Research

Contribute

Join SOTA2 Contact

SOTA2

© 2026 SOTA2

Build in Bellevue, USA

WizWand is now SOTA2 Research

Papers Benchmarks Datasets Tasks

Image-to-3D research benchmarks · SOTA2 Research

Image-to-3D

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

89.34CLIP Similarity

11

May 19, 2026

6.216FD (Inception)

11

May 29, 2026

0.153ULIP

7

Jun 4, 2026

23.44F1@0.01

7

Jun 4, 2026

User Study 67 image-to-3D cases (Human Evaluation)

1,277Selection Count

7

Feb 26, 2026

NuRec AV Object Benchmark (Part A)

Asset Harvester

22.23PSNR

6

Apr 21, 2026

GSO 13 (entire set)

93.6F-Score

6

Feb 26, 2026

18.24PSNR

5

Jul 7, 2026

Google Scanned Objects (GSO) 12

17.25PSNR

5

Jul 7, 2026

0.86CLIP Score

5

Feb 26, 2026

Objaverse 11 (600 random samples)

0.55KID

5

Feb 26, 2026

GSO 300 random samples (test)

0.91KID

5

Feb 26, 2026

Training subset

2.43FID (PC variant)

4

May 11, 2026

3DrawAgent (Gemini-2.5 Pro)

0.873CLIP-SI

3

Apr 10, 2026

ImageDream examples

—

—Primary metric

0

Feb 26, 2026

Popular datasets

Toys4K Objaverse GSO User Study Google Scanned Objects (GSO)

Follow for updates

Join SOTA2 Contact