/AI13h ago

Dog in Dataset Triggers Inconsistent PSNR on Bicycle Scene Benchmarks

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ǝɥǝ⅄@YeheLiu

Why the bicycle scene sometimes gets bad PSNR? There is a dog in the dataset haunting your benchmark.

4:31 PM · Jun 6, 2026 · 3.2K Views
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MrNeRF@janusch_patas

@YeheLiu Triposplat?

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ǝɥǝ⅄@YeheLiu

@sruj_d Sorry this is mostly (90%) just trolling... I am not that serious😉

8hViews 5

@YeheLiu I’m not familiar with the literature but are there better metrics? I was looking at rendered images past few days and at least as an outsider I dont have a lot of confidence in psnr.. issues just like what you pointed out, visually pleasing but low metric, and vice-versa

9hViews 19

@YeheLiu Do you still have any insights to my question lol

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ǝɥǝ⅄@YeheLiu

@janusch_patas This one is real DSC8851

7hViews 95
ǝɥǝ⅄@YeheLiu

@sruj_d just use a stack of metrics if you are concerned. psnr + ssim + lpips + whatever neural perceptual metrics you want to add

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