| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| MMFakeBench | Fact-checking (ours) | Accuracy82 | 11 | 1mo ago | |
| ETMA | Accuracy93 | 11 | 2mo ago | ||
| LogicDM | Accuracy0.852 | 10 | 5mo ago | ||
| MDSM | COREQwen | Accuracy63.4 | 4 | 1mo ago | |
| DGM4 | COREQwen | Accuracy57.3 | 4 | 1mo ago | |
| NewsCLIPpings | COREQwen | Accuracy60.3 | 4 | 1mo ago | |
| MMFakeBench (val) | MERIT | F1 Score81.65 | 4 | 2mo ago | |
| MMFakeBench official (test) | ReMMD-Agent | Accuracy82.4 | 3 | 1mo ago |
