Image-text manipulation detection and localization on DGM4
61.2AccuracyREFORM
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| REFORMmode=Zero-shot, training=ROM-trained2026.03 | 61.2 | 35.88 | 51.33 | |
| FKA-Owlmode=Zero-shot, training=ROM-trained2026.03 | 57.55 | 34.11 | 23.44 | |
| HAMMER++mode=Zero-shot, training=ROM-trained2026.03 | 54.15 | 31.42 | 50.11 | |
| HAMMERmode=Zero-shot, training=ROM-trained2026.03 | 53.88 | 30.55 | 47.92 | |
| ViLTmode=Zero-shot, training=ROM-trained2026.03 | 43.25 | 27.14 | 35.58 |