FAST-VQA: Efficient End-to-end Video Quality Assessment with Fragment Sampling

Benchmark Model Rank Results
video-quality-assessment-on-konvid-1kFAST-VQA (finetuned on KonViD-1k)#4PLCC: 0.892
video-quality-assessment-on-konvid-1kFAST-VQA (trained on LSVQ only)#8PLCC: 0.855
video-quality-assessment-on-live-fb-lsvqFAST-VQA#4PLCC: 0.877
video-quality-assessment-on-live-vqcFAST-VQA (finetuned on LIVE-VQC)#4PLCC: 0.862
video-quality-assessment-on-live-vqcFAST-VQA (trained on LSVQ only)#7PLCC: 0.844
video-quality-assessment-on-msu-video-qualityFAST-VQA#17SRCC: 0.8308PLCC: 0.8613KLCC: 0.6498Type: NR
video-quality-assessment-on-msu-video-qualityFASTER-VQA#18SRCC: 0.7508PLCC: 0.8087KLCC: 0.5645Type: NR
video-quality-assessment-on-youtube-ugcFAST-VQA (finetuned on YouTube-UGC)#6PLCC: 0.852
video-quality-assessment-on-youtube-ugcFAST-VQA (trained on LSVQ only)#15PLCC: 0.748