| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| FakeAVCeleb (AVG-FV) | AVFF | AP98.5 | 17 | 3mo ago | |
| FakeAVCeleb FVFA-WL | AP (%)100 | 17 | 3mo ago | ||
| FakeAVCeleb FVFA-GAN | AVFF | AP99.9 | 17 | 3mo ago | |
| FakeAVCeleb (FVFA-FS) | FTCN | AP100 | 17 | 3mo ago | |
| FakeAVCeleb FVRA-WL | LipForensics | AP97.8 | 17 | 3mo ago | |
| FakeAVCeleb RVFA | AVFF | AP93.3 | 8 | 3mo ago | |
| MDSM AVG | REVEAL | Accuracy71.71 | 7 | 6d ago | |
| MDSM Wash. Post | AMD | Accuracy73.24 | 7 | 6d ago | |
| MDSM USA Today | AMD | Accuracy73.28 | 7 | 6d ago | |
| MDSM NYT | REVEAL | Accuracy70.22 | 7 | 6d ago | |
| MDSM BBC | REVEAL | Accuracy72.69 | 7 | 6d ago | |
| MDSM Guardian | REVEAL | Accuracy78.52 | 7 | 6d ago | |
| DeFi Discourse-based Manipulation Dataset | Hide-and-Shill | Precision0.9 | 5 | 8d ago | |
| MDSM Scene-level Manipulation (test) | AMD | Scene Modification Score87.96 | 5 | 2mo ago | |
| DeFi Manipulation Detection Cross-Lingual (test) | Hide-and-Shill | F1 Score (Chinese)89 | 4 | 8d ago | |
| DGM4 | HAMMER | Accuracy93.19 | 3 | 3mo ago |
