ReLaX-VQA: Residual Fragment and Layer Stack Extraction for Enhancing Video Quality Assessment

Benchmark Model Rank Results
video-quality-assessment-on-live-vqcReLaX-VQA (finetuned on LIVE-VQC)#1PLCC: 0.8876
video-quality-assessment-on-live-vqcReLaX-VQA (trained on LSVQ only)#10PLCC: 0.8242
video-quality-assessment-on-live-vqcReLaX-VQA#13PLCC: 0.8079
video-quality-assessment-on-youtube-ugcReLaX-VQA (finetuned on YouTube-UGC)#2PLCC: 0.8652
video-quality-assessment-on-youtube-ugcReLaX-VQA (trained on LSVQ only)#7PLCC: 0.8354
video-quality-assessment-on-youtube-ugcReLaX-VQA#9PLCC: 0.8204
video-quality-assessment-on-konvid-1kReLaX-VQA (finetuned on KoNViD-1k)#5PLCC: 0.8668
video-quality-assessment-on-konvid-1kReLaX-VQA#10PLCC: 0.8473
video-quality-assessment-on-konvid-1kReLaX-VQA (trained on LSVQ only)#11PLCC: 0.8427