AIGC Detection on WildRF (Reddit)
91.89APFakeScope
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| FakeScopeBackbone=mPLUG-Owl22025.03 | 91.89 | 91.45 | |
| CNNSpotProtocol=training-based2025.03 | 84.2 | 82.94 | |
| FakeScopeBackbone=LLaVA-v1.52025.03 | 80.01 | 78.6 | |
| LLaVA-v1.5Backbone=Vicuna-7B, Protocol=baseline2025.03 | 58.79 | 62.41 | |
| mPLUG-Owl2Backbone=LLaMA-7B, Protocol=baseline2025.03 | 58.52 | 59.66 | |
| InstructBLIPBackbone=Vicuna-7B2025.03 | 53.75 | 54.82 | |
| UnivFDProtocol=training-based2025.03 | 49.83 | 48.65 | |
| FreDectProtocol=training-based2025.03 | 46.95 | 47.27 | |
| IDEFICS-InstructBackbone=LLaMA-7B2025.03 | 46.69 | 45.9 | |
| CLIP-ViT-Large-14Protocol=zero-shot2025.03 | 45.64 | 45.52 | |
| InternLM-XC.2-vlBackbone=InternLM2-7B2025.03 | 42.87 | 38.76 | |
| Qwen-VLBackbone=Qwen-7B2025.03 | 40.85 | 37.65 |