mlsanityData to 14 Oct 2026

ICME 2025 Generalizable HDR and SDR Video Quality Measurement Grand Challenge

arXiv 2506.22790 ↗First posted 28 Jun 2025eess.IV cs.CV cs.MMcited by 1

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Abstract (arXiv)

This paper reports IEEE International Conference on Multimedia & Expo (ICME) 2025 Grand Challenge on Generalizable HDR and SDR Video Quality Measurement. With the rapid development of video technology, especially High Dynamic Range (HDR) and Standard Dynamic Range (SDR) contents, the need for robust and generalizable Video Quality Assessment (VQA) methods has become increasingly demanded. Existing VQA models often struggle to deliver consistent performance across varying dynamic ranges, distortion types, and diverse content. This challenge was established to benchmark and promote VQA approaches capable of jointly handling HDR and SDR content. In the final evaluation phase, five teams submitted seven models along with technical reports to the Full Reference (FR) and No Reference (NR) tracks. Among them, four methods outperformed VMAF baseline, while the top-performing model achieved state-of-the-art performance, setting a new benchmark for generalizable video quality assessment.

Key facts. Cited by 1 paper in the map (data through 14 Oct 2026). Builds on 14 of its 26 references that are in the map. First posted on arXiv 28 Jun 2025.

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14 of 26 references.

References · 14

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2 more
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  1. 2026Learning Flexible Generalization in Video Quality Assessment by Bringing Device and Viewing Condition Distributionscited by 0