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SotA/Computer Vision/Video Understanding/LIVE-FB LSVQ

Video Understanding on LIVE-FB LSVQ

Metric: PLCC (higher is better)

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#Model↕PLCC▼Extra DataPaperDate↕Code
1OneAlign + FAST-VQA0.9NoQ-Align: Teaching LMMs for Visual Scoring via Di...2023-12-28Code
2DOVER0.889NoExploring Video Quality Assessment on User Gener...2022-11-09Code
3OneAlign0.886NoQ-Align: Teaching LMMs for Visual Scoring via Di...2023-12-28Code
4FAST-VQA0.877NoFAST-VQA: Efficient End-to-end Video Quality Ass...2022-07-06Code
5FasterVQA0.874NoNeighbourhood Representative Sampling for Effici...2022-10-11Code
6HVS-5M0.8723NoHVS Revisited: A Comprehensive Video Quality Ass...2022-10-09-
7SimpleVQA0.861NoA Deep Learning based No-reference Quality Asses...2022-04-29Code
8BVQA-20220.854YesBlindly Assess Quality of In-the-Wild Videos via...2021-08-19Code
9DisCoVQA0.85NoDisCoVQA: Temporal Distortion-Content Transforme...2022-06-20Code
10PVQ0.827YesPatch-VQ: 'Patching Up' the Video Quality Problem2020-11-27Code
11CONTRIQUE0.826YesImage Quality Assessment using Contrastive Learn...2021-10-25Code
12CONVIQT0.82YesCONVIQT: Contrastive Video Quality Estimator2022-06-29Code
13VIDEVAL0.783NoUGC-VQA: Benchmarking Blind Video Quality Assess...2020-05-29Code