AIGC Detection on WildRF (X)
92.96APFakeScope
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| FakeScopeBackbone=mPLUG-Owl22025.03 | 92.96 | 92.14 | |
| CNNSpotProtocol=training-based2025.03 | 86.62 | 86.46 | |
| FakeScopeBackbone=LLaVA-v1.52025.03 | 75.48 | 76.09 | |
| UnivFDProtocol=training-based2025.03 | 54.89 | 53.67 | |
| LLaVA-v1.5Backbone=Vicuna-7B, Protocol=baseline2025.03 | 50.67 | 51.7 | |
| FreDectProtocol=training-based2025.03 | 48.25 | 48.21 | |
| mPLUG-Owl2Backbone=LLaMA-7B, Protocol=baseline2025.03 | 47.72 | 45.29 | |
| InstructBLIPBackbone=Vicuna-7B2025.03 | 45.65 | 42.31 | |
| CLIP-ViT-Large-14Protocol=zero-shot2025.03 | 44.07 | 42.94 | |
| InternLM-XC.2-vlBackbone=InternLM2-7B2025.03 | 42.36 | 38.97 | |
| IDEFICS-InstructBackbone=LLaMA-7B2025.03 | 41.24 | 34.7 | |
| Qwen-VLBackbone=Qwen-7B2025.03 | 35.16 | 22.67 |