| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| DFo | Ours | AUC0.991 | 20 | 1mo ago | |
| FFIW | Ours | AUC0.921 | 15 | 1mo ago | |
| CDF v2 | Ours | AUC94.7 | 15 | 1mo ago | |
| DFDCP | Ours | AUC0.909 | 13 | 1mo ago | |
| WDF | Ours | AUC0.848 | 11 | 1mo ago | |
| DFBench AI-Edited (test) | Qwen3-VL | Object Enhance Accuracy57.32 | 9 | 1mo ago | |
| KonIQ-10k | Kimi-VL | Accuracy85.32 | 9 | 1mo ago | |
| KADID | SCEP | Accuracy89.92 | 9 | 1mo ago | |
| TID 2013 | SCEP | Accuracy88.32 | 9 | 1mo ago | |
| CSIQ | SCEP | Accuracy90.03 | 9 | 1mo ago | |
| LIVE | SCEP | Accuracy91.74 | 9 | 1mo ago | |
| DFBench Overall (Full partition) | SCEP | Accuracy54.44 | 9 | 1mo ago | |
| DFBench SD3.5 Large (AI-generated) | SCEP | Accuracy36.41 | 8 | 1mo ago | |
| DFBench Playground AI-generated 1.0 | SCEP | Accuracy43.33 | 8 | 1mo ago |
