Document Tampering Detection on RTM, FindItAgain, and FindIt Average (test)
73.5PrecisionSimilarity-Guided Tampered Document Data Generation Pipeline
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Similarity-Guided Tampered Document Data Generation PipelineData Generation=Ours, Evaluation Protocol=Fine-tuned2026.02 | 73.5 | 65.1 | 67.5 | |
| DocTamperData Generation=[25], Evaluation Protocol=Fine-tuned2026.02 | 65.6 | 64.6 | 63.7 | |
| Method [6]Data Generation=[6], Evaluation Protocol=Fine-tuned2026.02 | 62.5 | 61.8 | 61.2 | |
| Similarity-Guided Tampered Document Data Generation PipelineTraining Data=Ours2026.02 | 53.2 | 52.6 | 52 | |
| DocTamperTraining Data=DocTamper2026.02 | 39.4 | 36.7 | 37.3 |