video-quality-assessment topic
VSFA
[official] Quality Assessment of In-the-Wild Videos (ACM MM 2019)
VIDEVAL
[IEEE TIP'2021] "UGC-VQA: Benchmarking Blind Video Quality Assessment for User Generated Content", Zhengzhong Tu, Yilin Wang, Neil Birkbeck, Balu Adsumilli, Alan C. Bovik
BVQA_Benchmark
A resource list and performance benchmark for blind video quality assessment (BVQA) models on user-generated content (UGC) datasets. [IEEE TIP'2021] "UGC-VQA: Benchmarking Blind Video Quality Assessme...
FAST-VQA-and-FasterVQA
[ECCV2022, TPAMI2023] FAST-VQA, and its extended version FasterVQA.
vbliinds
Fast Blind Natural Video Quality (V-BLIINDS)
PatchVQ
Patch-VQ: ‘Patching Up’ the Video Quality Problem
RAPIQUE
[IEEE OJSP'2021] "RAPIQUE: Rapid and Accurate Video Quality Prediction of User Generated Content", Zhengzhong Tu, Xiangxu Yu, Yilin Wang, Neil Birkbeck, Balu Adsumilli, Alan C. Bovik
MSU_VQM_Compression_Benchmark
[NeurIPS'2022] "Video compression dataset and benchmark of learning-based video-quality metrics", A. Antsiferova, S. Lavrushkin, M. Smirnov, A. Gushchin, D. S. Vatolin, and D. Kulikov
SimpleVQA
A Deep Learning based No-reference Quality Assessment Model for UGC Videos
CompressedVQA
Deep Learning based Full-reference and No-reference Quality Assessment Models for Compressed UGC Videos