DGM4
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Multi-label Classification | DGM4 Entire Dataset 1.0 (test) | mAP92.48 | 15 | |
| Image Grounding | DGM4 Image Sub-dataset 1.0 (test) | IoU Mean84.07 | 15 | |
| Text Grounding | DGM4 Entire Dataset 1.0 (test) | PR77.79 | 8 | |
| Binary Classification | DGM4 Entire Dataset 1.0 (test) | AUC96.34 | 8 | |
| Binary Classification | DGM4 (test) | AUC93.51 | 7 | |
| Misinformation Detection | DGM4 (test) | Accuracy55 | 7 | |
| Text Grounding | DGM4 Text 1.0 (test) | Precision82.88 | 7 | |
| Binary Classification | DGM4 Text Sub-dataset 1.0 (test) | AUC96.38 | 7 | |
| Binary Classification | DGM4 Image Sub-dataset 1.0 (test) | AUC97.15 | 7 | |
| Manipulation Detection | DGM4 | Accuracy93.19 | 3 |
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