Image Forgery Detection on CocoGlide
78.42AccuracyForgeryVCR
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| ForgeryVCRvisual and textual CoT=false2026.02 | 78.42 | — | — | 78.35 | — | |
| FLAME-F†Evaluation Setting=Fine-tuned, Fine-tuning Pipeline=EditStream2026.06 | 75.4 | — | — | — | 80.1 | |
| FLAMEEvaluation Setting=Zero-shot, Model Version=Base2026.06 | 73.2 | — | — | — | 78.9 | |
| ForgeryVCRvisual and textual CoT=true2026.02 | 73.14 | — | — | 73.43 | — | |
| SIDA2026.02 | 66.21 | — | — | 68.78 | — | |
| TruFor2026.02 | 64.36 | — | — | 49.79 | — | |
| MesorchEvaluation Setting=Zero-shot2026.06 | 60.6 | — | — | — | 71.3 | |
| SIDAEvaluation Setting=Zero-shot2026.06 | 60.6 | — | — | — | 71 | |
| TruForEvaluation Setting=Zero-shot2026.06 | 60.4 | — | — | — | 65 | |
| IF-OSN2026.02 | 56.64 | — | — | 62.05 | — | |
| MVSS-Net2026.02 | 56.05 | — | — | 66.57 | — | |
| SparseViTEvaluation Setting=Zero-shot2026.06 | 53.6 | — | — | — | 50.8 | |
| FakeShieldEvaluation Setting=Zero-shot2026.06 | 53.2 | — | — | — | 56 | |
| PIM2026.02 | 52.44 | — | — | 66.34 | — | |
| AdaIFLEvaluation Setting=Zero-shot2026.06 | 51.9 | — | — | — | 54.7 | |
| CoDE2026.02 | 50.49 | — | — | 66.75 | — | |
| FakeShield2026.02 | 50.39 | — | — | 66.84 | — | |
| HDF-Net2026.02 | 50.1 | — | — | 66.54 | — | |
| SAFIRE2026.02 | 50.1 | — | — | 66.71 | — | |
| SAFIREEvaluation Setting=Zero-shot2026.06 | 48.1 | — | — | — | 48.1 | |
| AdaCFA2022.12 | — | 50 | 50 | — | — | |
| ADQ2022.12 | — | 49.6 | 49.6 | — | — | |
| CAT-Net v22022.12 | — | 66.7 | 58 | — | — | |
| CR-CNN2022.12 | — | 58.9 | 53.3 | — | — | |
| E2E2022.12 | — | 53 | 52.5 | — | — | |
| EXIF-SC2022.12 | — | 52.6 | 50 | — | — | |
| IF-OSN2022.12 | — | 61.1 | 56.7 | — | — | |
| IML-ViTBackbone=Vision Transformer2025.08 | — | — | — | 21 | — | |
| ManTraNet2022.12 | — | 77.8 | 50 | — | — | |
| Mesorch2025.08 | — | — | — | 12 | — | |
| MVSS-Net2022.12 | — | 65.4 | 53.6 | — | — | |
| Noiseprint2022.12 | — | 52 | — | — | — | |
| PSCC-Net2022.12 | — | 77.7 | 66.1 | — | — | |
| Relay-Seg2025.08 | — | — | — | 32.8 | — | |
| Relay-ViTBackbone=Vision Transformer2025.08 | — | — | — | 20.3 | — | |
| RRU-Net2022.12 | — | 53.3 | 50.3 | — | — | |
| SPAN2022.12 | — | 47.5 | 49.1 | — | — | |
| SparseViT2025.08 | — | — | — | 14.2 | — | |
| Splicebuster2022.12 | — | 52.9 | — | — | — | |
| TruFor2022.12 | — | 75.2 | 63.9 | — | — |