AIGC Detection on WildRF (FB)
85.31APFakeScope
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| FakeScopeBackbone=mPLUG-Owl22025.03 | 85.31 | 85.43 | |
| CNNSpotProtocol=training-based2025.03 | 79.58 | 79.27 | |
| FakeScopeBackbone=LLaVA-v1.52025.03 | 67.94 | 73.23 | |
| UnivFDProtocol=training-based2025.03 | 55.54 | 56.35 | |
| FreDectProtocol=training-based2025.03 | 51.97 | 52.62 | |
| mPLUG-Owl2Backbone=LLaMA-7B, Protocol=baseline2025.03 | 51.96 | 50.3 | |
| LLaVA-v1.5Backbone=Vicuna-7B, Protocol=baseline2025.03 | 51.66 | 49.45 | |
| InternLM-XC.2-vlBackbone=InternLM2-7B2025.03 | 49.93 | 51.08 | |
| IDEFICS-InstructBackbone=LLaMA-7B2025.03 | 45.96 | 43.65 | |
| InstructBLIPBackbone=Vicuna-7B2025.03 | 40.54 | 34.92 | |
| CLIP-ViT-Large-14Protocol=zero-shot2025.03 | 38.93 | 34.05 | |
| Qwen-VLBackbone=Qwen-7B2025.03 | 36.46 | 26.29 |