Metric-Report Reviewer's Checklist

A one-page printable checklist (A4) mapping the article's six questions to tick-box items — metric & tool, VMAF model, pooling, confidence interval, apples-to-apples resolution, and content/reference — plus a worked confidence-interval example and a BD-rate caution. Keep it beside any report.

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Book cover: AI for Video, Volume 6 of the Fora Soft Video Engineering HandbookBook cover: Video Encoding, Volume 1 of the Fora Soft Video Engineering HandbookBook cover: Video Streaming, Volume 3 of the Fora Soft Video Engineering Handbook

The handbook · 7 volumes

Fora Soft Video Engineering Handbook

Keep this metric-report reviewer's checklist next to any quality report: it asks about the tool, VMAF model, pooling, confidence intervals, resolution and reference before you trust a number. The seven volumes we wrote cover the full video stack; start with Volume 1 on quality metrics, H.264, HEVC and AV1, then read Volume 3 on QoE monitoring and Volume 6 on AI models. Written by Nikolay Sapunov, CEO at Fora Soft.

Browse the handbook on Amazon →7 volumes · 9,000+ pages · Kindle & paperback

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Send us the report, and we will check the methodology against these six questions and tell you which claims hold up and which need a retest. 250+ video products shipped since 2005.

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