Quality Dashboard

Public methods, source data and real outputs for ClearPix media tools. Metrics are evidence, not a promise for every file.

Try the tools: upscale an image · remove a watermark · process a short video · upscale AI art for print

For print-size math behind AI artwork, read the AI art print resolution guide.

15 synthetic cases across photo, flat and edge content; clean, JPEG70 and JPEG40 inputs. No runtime failures are claimed beyond this snapshot; human review is separately marked unreviewed.

Overview

upscale-2026-10-25 · 2026-10-25

Avg full-image PSNR

29.98 dB

Avg full-image SSIM

0.893

Avg processing time / case

68 ms

Pipeline: Real-ESRGAN general-x4v3 fp16 · 4× · upscale-2026-10-25

Environment: Chromium via Playwright · local development machine · wasm

Protocol: Clean original → 4× bicubic downsample (with JPEG variants) → Real-ESRGAN 4× → compare with the original.

Metrics: PSNR full image · SSIM full image · HF ratio · Edge HF ratio · processing time

Assets: CC BY 4.0 — ClearPix synthetic benchmark assets

Download this suite: JSON · CSV

Case gallery

Every case includes its real pipeline output and a center crop. Human review is marked separately; no pass verdict is inferred from PSNR alone.

Original image before processing
Image after AI processing by ClearPix
Degraded inputAI 4× output
photo-people-cleanphoto · cleanPSNR 24.90 dBSSIM 0.817207 msunreviewed
Original image before processing
Image after AI processing by ClearPix
Degraded inputAI 4× output
photo-people-jpeg70photo · jpeg70PSNR 23.75 dBSSIM 0.77751 msunreviewed
Original image before processing
Image after AI processing by ClearPix
Degraded inputAI 4× output
photo-people-jpeg40photo · jpeg40PSNR 23.20 dBSSIM 0.74852 msunreviewed
Original image before processing
Image after AI processing by ClearPix
Degraded inputAI 4× output
photo-texture-cleanphoto · cleanPSNR 29.27 dBSSIM 0.91052 msunreviewed
Original image before processing
Image after AI processing by ClearPix
Degraded inputAI 4× output
photo-texture-jpeg70photo · jpeg70PSNR 27.79 dBSSIM 0.88157 msunreviewed
Original image before processing
Image after AI processing by ClearPix
Degraded inputAI 4× output
photo-texture-jpeg40photo · jpeg40PSNR 26.94 dBSSIM 0.86767 msunreviewed
Original image before processing
Image after AI processing by ClearPix
Degraded inputAI 4× output
photo-structure-cleanphoto · cleanPSNR 31.70 dBSSIM 0.90253 msunreviewed
Original image before processing
Image after AI processing by ClearPix
Degraded inputAI 4× output
photo-structure-jpeg70photo · jpeg70PSNR 29.90 dBSSIM 0.85566 msunreviewed
Original image before processing
Image after AI processing by ClearPix
Degraded inputAI 4× output
photo-structure-jpeg40photo · jpeg40PSNR 29.22 dBSSIM 0.83553 msunreviewed
Original image before processing
Image after AI processing by ClearPix
Degraded inputAI 4× output
flat-gradient-cleanflat · cleanPSNR 42.20 dBSSIM 0.99865 msunreviewed
Original image before processing
Image after AI processing by ClearPix
Degraded inputAI 4× output
flat-gradient-jpeg70flat · jpeg70PSNR 42.15 dBSSIM 0.99853 msunreviewed
Original image before processing
Image after AI processing by ClearPix
Degraded inputAI 4× output
flat-gradient-jpeg40flat · jpeg40PSNR 41.61 dBSSIM 0.99868 msunreviewed
Original image before processing
Image after AI processing by ClearPix
Degraded inputAI 4× output
edge-sharp-cleanedge · cleanPSNR 26.12 dBSSIM 0.94252 msunreviewed
Original image before processing
Image after AI processing by ClearPix
Degraded inputAI 4× output
edge-sharp-jpeg70edge · jpeg70PSNR 25.62 dBSSIM 0.93567 msunreviewed
Original image before processing
Image after AI processing by ClearPix
Degraded inputAI 4× output
edge-sharp-jpeg40edge · jpeg40PSNR 25.31 dBSSIM 0.92852 msunreviewed