Deepfake Photorealism Assessment on FaceForensics++ C23 17 (sampled 100 videos)
0.678PLCCDeQA-i
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| DeQA-iTraining dataset=DREAM, Evaluation=Cross-dataset, Initialization=10 random initializations2025.10 | 0.678 | 0.685 | 0.681 | |
| DFGC1stTraining dataset=DREAM, Evaluation=Cross-dataset, Feature selection=10 sets of selected features2025.10 | 0.58 | 0.556 | 0.568 | |
| DA-CLIPTraining dataset=DREAM, Evaluation=Cross-dataset, Initialization=10 random initializations2025.10 | 0.373 | 0.383 | 0.378 | |
| Fast-VQATraining dataset=DREAM, Evaluation=Cross-dataset, Initialization=10 random initializations2025.10 | 0.349 | 0.323 | 0.336 | |
| OPDAITraining dataset=DREAM, Evaluation=Cross-dataset, Initialization=10 random initializations2025.10 | 0.308 | 0.303 | 0.305 | |
| UNILJTraining dataset=DREAM, Evaluation=Cross-dataset, Initialization=10 random initializations2025.10 | 0.178 | 0.175 | 0.176 |