AIGC Detection on SynthWildX (MJ)
87.19APCNNSpot
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CNNSpotProtocol=training-based2025.03 | 87.19 | 87.26 | |
| FakeScopeBackbone=mPLUG-Owl22025.03 | 83.72 | 84.04 | |
| FakeScopeBackbone=LLaVA-v1.52025.03 | 81.99 | 83.4 | |
| LLaVA-v1.5Backbone=Vicuna-7B, Protocol=baseline2025.03 | 54.7 | 56.45 | |
| FreDectProtocol=training-based2025.03 | 50.99 | 52.86 | |
| InstructBLIPBackbone=Vicuna-7B2025.03 | 49.56 | 48.13 | |
| InternLM-XC.2-vlBackbone=InternLM2-7B2025.03 | 48.39 | 49.68 | |
| mPLUG-Owl2Backbone=LLaMA-7B, Protocol=baseline2025.03 | 47.67 | 46.16 | |
| UnivFDProtocol=training-based2025.03 | 45.88 | 42.83 | |
| CLIP-ViT-Large-14Protocol=zero-shot2025.03 | 42.37 | 37.39 | |
| IDEFICS-InstructBackbone=LLaMA-7B2025.03 | 40.29 | 32.5 | |
| Qwen-VLBackbone=Qwen-7B2025.03 | 34.85 | 20.34 |