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Objective Quality Benchmarks (VMAF / SSIM)

Radical honesty. We benchmark actual streams received over WhatsApp networks.

ACTIVE BENCHMARK RUN IN PROGRESS

Scientific Integrity Principle:

Unlike proprietary software that invents fictional quality percentage increases for marketing hype, WhatMedia refuses to display fabricated scores. Until our comprehensive testing corpus is fully finalized and open-sourced, all metrics display "Mesures en cours" (Measurements in progress).

1. End-to-End Evaluation Protocol

To measure real-world performance, we do not compare local test files: we measure the video as received on the viewer's device after traversing WhatsApp's cloud ingest pipeline.

Step 1

Master Reference

Uncompressed 4K ProRes/HDR master clip

Step 2

Status Ingest

Posted to real WhatsApp status via test rig

Step 3

Stream Capture

Extracted from viewer recipient device

Step 4

VMAF Calculation

Frame-by-frame scoring via Netflix libvmaf

2. Standardized Reference Test Corpus

File / Scene Source Spec Direct Upload With WhatMedia Status
clip_01_hdr_sunset_landscape.mov Landscape 4K HDR (Dolby Vision 60fps) Mesures en cours Mesures en cours Testing
clip_02_talking_head_indoor.mp4 Indoor face 1080p 30fps SDR Mesures en cours Mesures en cours Testing
clip_03_sports_fast_motion.mp4 Action sports 4K 60fps SDR Mesures en cours Mesures en cours Testing
clip_04_night_neon_city.mov Low-light urban 4K HDR Mesures en cours Mesures en cours Testing
clip_05_screencast_code_text.mp4 Fine text & UI 1080p 60fps Mesures en cours Mesures en cours Testing

3. Open Source Reproducibility

The entire benchmark toolchain is open source under tools/benchmarks. Any video engineer or researcher can inspect our methodology or reproduce results with their own test vectors.