Video Forgery Detection on ID, OOD, and OOD-MintVid Aggregated
88.8Average ScoreVIDEOVERITAS
Evaluation results
| Method | Links | |
|---|---|---|
| VIDEOVERITASCategory=MLLM-based Video Forgery Detectors, Backbone=Qwen3-VL-8B2026.02 | 88.8 | |
| Gemini-3-Pro-PreviewCategory=Generic MLLMs2026.02 | 77.8 | |
| BusterX++Category=MLLM-based Video Forgery Detectors2026.02 | 74.7 | |
| DeMambaCategory=Small Vision Models2026.02 | 73.7 | |
| Gemini-2.5-ProCategory=Generic MLLMs2026.02 | 73.4 | |
| MiMo-VL-7BCategory=Generic MLLMs2026.02 | 64.8 | |
| Qwen3-VL-8BCategory=Generic MLLMs2026.02 | 63.6 | |
| Qwen3-VL-235B-A22BCategory=Generic MLLMs2026.02 | 63.6 | |
| GLM-4.5VCategory=Generic MLLMs2026.02 | 60.6 | |
| Keye-VL-1.5-8BCategory=Generic MLLMs2026.02 | 58 | |
| Qwen2.5-VL-7BCategory=Generic MLLMs2026.02 | 57.9 | |
| InternVL3.5-8BCategory=Generic MLLMs2026.02 | 56.5 | |
| D3Category=Small Vision Models, Metric Type=Average Precision (AP)2026.02 | 55.1 | |
| NSG-VDCategory=Small Vision Models2026.02 | 55.1 | |
| ReStraVCategory=Small Vision Models2026.02 | 53.2 | |
| Skyra-RLCategory=MLLM-based Video Forgery Detectors2026.02 | 52.5 |