Open workbench

Quality Dashboard

How well ClearPix removes watermarks today — measured on a fixed acceptance suite, published honestly, failures included.

This dashboard covers 12 synthetic acceptance cases across 4 watermark types. It is an acceptance suite, not a full benchmark — coverage expands as our golden set grows.

Overview

run-2026-09-25 · 2026-09-25

Avg recall

88.6%

Avg precision

41.4%

Avg PSNR (edited region)

23.8 dB

Performance budgets

  • WebGPU tier: ≤4s
  • WASM tier: ≤10s
  • Single-thread fallback: ≤30s

Pass rate by watermark type

TypeCasesAvg recallMin recallGate
text699.2%95.7%pass
tiled257.1%53.9%pass
logo279.5%59.1%pass
dark297.7%95.3%pass

Acceptance gates

A release must clear every gate below before it ships.

  • Average recall across all cases (how much watermark we find)≥ 88.0%
  • Average precision (how little clean content we touch)≥ 40.0%
  • Average PSNR in the edited region≥ 22 dB
  • PSNR in the edited region, every single case≥ 14 dB
  • Average recall for "text" watermarks≥ 95.0%
  • Average recall for "logo" watermarks≥ 55.0%
  • Average recall for "tiled" watermarks≥ 50.0%

Case gallery

Every acceptance case: the watermarked input against the ground-truth original, with measured metrics — failures shown as-is.

WatermarkedGround truth
text-br-smalltextrecall 100.0%precision 10.9%PSNR 19.6 dBpass
WatermarkedGround truth
text-br-largetextrecall 99.5%precision 41.8%PSNR 27.5 dBpass
WatermarkedGround truth
text-centertextrecall 95.7%precision 27.0%PSNR 21.5 dBpass
WatermarkedGround truth
text-tr-fainttextrecall 100.0%precision 85.4%PSNR 32.6 dBpass
WatermarkedGround truth
text-bltextrecall 100.0%precision 18.3%PSNR 17.0 dBpass
WatermarkedGround truth
tiled-lighttiledrecall 53.9%precision 39.0%PSNR 24.1 dBpass
WatermarkedGround truth
tiled-medtiledrecall 60.3%precision 41.5%PSNR 27.5 dBpass
WatermarkedGround truth
logo-brlogorecall 59.1%precision 10.8%PSNR 29.3 dBpass
WatermarkedGround truth
logo-tllogorecall 100.0%precision 82.3%PSNR 17.7 dBpass
WatermarkedGround truth
dark-text-brdarkrecall 95.3%precision 18.3%PSNR 20.0 dBpass
WatermarkedGround truth
dark-text-cdarkrecall 100.0%precision 72.5%PSNR 25.6 dBpass
WatermarkedGround truth
text-hugetextrecall 100.0%precision 49.3%PSNR 23.5 dBpass