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dcharatan / pixelsplat

[CVPR 2024 Oral, Best Paper Runner-Up] Code for "pixelSplat: 3D Gaussian Splats from Image Pairs for Scalable Generalizable 3D Reconstruction" by David Charatan, Sizhe Lester Li, Andrea Tagliasacchi, and Vincent Sitzmann
http://davidcharatan.com/pixelsplat/
MIT License
830 stars 56 forks source link

RealEstate10k numerical evaluation #84

Closed VitorGuizilini-TRI closed 1 month ago

VitorGuizilini-TRI commented 2 months ago

Hi, congratulations on the great work! Can you please provide more information regarding the numerical evaluation? I.e., how each test scene was sampled, what's the stride, and so forth. Thank you!

dcharatan commented 1 month ago

The test scenes and strides are specified in "evaluation index" files, which are included in the assets folder. These evaluation indices were created with this script. If you want to compare against pixelSplat using the exact evaluation that's in the tables in the paper, have your model output the set of images described in the evaluation index, then run this script to compute the metrics. In case you're interested, the scripts used to generate stuff in the paper (tables, figures, etc.) are here.