HyperAI超神経
ホーム
ニュース
最新論文
チュートリアル
データセット
百科事典
SOTA
LLMモデル
GPU ランキング
学会
検索
サイトについて
日本語
HyperAI超神経
Toggle sidebar
サイトを検索…
⌘
K
ホーム
SOTA
Video Quality Assessment
Video Quality Assessment On Youtube Ugc
Video Quality Assessment On Youtube Ugc
評価指標
PLCC
評価結果
このベンチマークにおける各モデルのパフォーマンス結果
Columns
モデル名
PLCC
Paper Title
Repository
SimpleVQA
0.856
A Deep Learning based No-reference Quality Assessment Model for UGC Videos
HVS-5M
0.8451
HVS Revisited: A Comprehensive Video Quality Assessment Framework
-
FAST-VQA (trained on LSVQ only)
0.748
FAST-VQA: Efficient End-to-end Video Quality Assessment with Fragment Sampling
FasterVQA (fine-tuned)
0.859
Neighbourhood Representative Sampling for Efficient End-to-end Video Quality Assessment
RAPIQUE
0.7684
RAPIQUE: Rapid and Accurate Video Quality Prediction of User Generated Content
FAST-VQA (finetuned on YouTube-UGC)
0.852
FAST-VQA: Efficient End-to-end Video Quality Assessment with Fragment Sampling
ReLaX-VQA (finetuned on YouTube-UGC)
0.8652
ReLaX-VQA: Residual Fragment and Layer Stack Extraction for Enhancing Video Quality Assessment
VIDEVAL
0.7733
UGC-VQA: Benchmarking Blind Video Quality Assessment for User Generated Content
CONTRIQUE
0.813
Image Quality Assessment using Contrastive Learning
2BiVQA
0.794
2BiVQA: Double Bi-LSTM based Video Quality Assessment of UGC Videos
DOVER (end-to-end)
0.874
Exploring Video Quality Assessment on User Generated Contents from Aesthetic and Technical Perspectives
ChipQA
0.6911
ChipQA: No-Reference Video Quality Prediction via Space-Time Chips
BVQA-2022
0.8178
Blindly Assess Quality of In-the-Wild Videos via Quality-aware Pre-training and Motion Perception
DOVER (head-only)
0.862
Exploring Video Quality Assessment on User Generated Contents from Aesthetic and Technical Perspectives
ReLaX-VQA (trained on LSVQ only)
0.8354
ReLaX-VQA: Residual Fragment and Layer Stack Extraction for Enhancing Video Quality Assessment
ReLaX-VQA
0.8204
ReLaX-VQA: Residual Fragment and Layer Stack Extraction for Enhancing Video Quality Assessment
CONVIQT
0.822
CONVIQT: Contrastive Video Quality Estimator
0 of 17 row(s) selected.
Previous
Next