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Adding nvs-bench#271

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N-Demir wants to merge 8 commits intoArthurBrussee:mainfrom
nvs-bench:main
Open

Adding nvs-bench#271
N-Demir wants to merge 8 commits intoArthurBrussee:mainfrom
nvs-bench:main

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@N-Demir
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@N-Demir N-Demir commented Sep 19, 2025

Just wanted to leave a PR with the code needed to replicate brush's results on nvs-bench. No worries if you don't want it merged in. But my thought is at least other people can see how easy it is to run and setup.

What's in the PR?

Filled out boilerplate files for running brush on a remote modal gpu instance.

Results

Average across the whole benchmark (see renders at nvs-bench.github.io)

PSNR: 27.085 | SSIM: 0.8652 | LPIPS: 0.2524

Mipnerf360

Scene PSNR SSIM LPIPS
bicycle 25.721 0.7907 0.2026
bonsai 32.297 0.9446 0.2420
counter 29.254 0.9136 0.2443
flowers 21.592 0.6317 0.3046
garden 27.818 0.8713 0.1165
kitchen 31.830 0.9298 0.1510
room 32.224 0.9264 0.2704
stump 27.241 0.8033 0.2103
treehill 23.212 0.6594 0.3293
Average 27.910 0.8301 0.2301

Tanksandtemples

Scene PSNR SSIM LPIPS
train 22.723 0.8464 0.1891
truck 26.339 0.8954 0.1390
Average 24.531 0.8709 0.1640

Deepblending

Scene PSNR SSIM LPIPS
drjohnson 29.449 0.9111 0.3106
playroom 30.246 0.9114 0.3134
Average 29.847 0.9112 0.3120

Zipnerf

Scene PSNR SSIM LPIPS
alameda 22.783 0.7783 0.3212
berlin 27.426 0.9040 0.3029
london 26.482 0.8407 0.3255
nyc 27.517 0.8721 0.2644
Average 26.052 0.8488 0.3035

@N-Demir N-Demir changed the title nvs-bench Adding nvs-bench Sep 19, 2025
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