AI-Generated Video Quality Assessment on Q-Eval-100K sampled 207 videos 66 (train)
0.354PLCCDeQA-i
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DeQA-iTraining dataset=DREAM, Evaluation=Cross-dataset, Initialization=10 random initializations2025.10 | 0.354 | 0.339 | 0.347 | |
| DFGC1stTraining dataset=DREAM, Evaluation=Cross-dataset, Feature selection=10 sets of selected features2025.10 | 0.238 | 0.218 | 0.228 | |
| Fast-VQATraining dataset=DREAM, Evaluation=Cross-dataset, Initialization=10 random initializations2025.10 | 0.199 | 0.202 | 0.2 | |
| DA-CLIPTraining dataset=DREAM, Evaluation=Cross-dataset, Initialization=10 random initializations2025.10 | 0.141 | 0.113 | 0.127 | |
| OPDAITraining dataset=DREAM, Evaluation=Cross-dataset, Initialization=10 random initializations2025.10 | 0.051 | 0.018 | 0.035 | |
| UNILJTraining dataset=DREAM, Evaluation=Cross-dataset, Initialization=10 random initializations2025.10 | -0.032 | -0.042 | -0.037 |