AIGC Detection on WildRF and SynthWildX Combined Average
88.49mAPFakeScope
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| FakeScopeBackbone=mPLUG-Owl22025.03 | 88.49 | 88.51 | |
| CNNSpotProtocol=training-based2025.03 | 85.42 | 85.2 | |
| FakeScopeBackbone=LLaVA-v1.52025.03 | 78.46 | 80.09 | |
| LLaVA-v1.5Backbone=Vicuna-7B, Protocol=baseline2025.03 | 53.36 | 54.78 | |
| mPLUG-Owl2Backbone=LLaMA-7B, Protocol=baseline2025.03 | 51.74 | 49.63 | |
| UnivFDProtocol=training-based2025.03 | 50.52 | 49.29 | |
| InternLM-XC.2-vlBackbone=InternLM2-7B2025.03 | 48.67 | 48.41 | |
| FreDectProtocol=training-based2025.03 | 48.37 | 48.67 | |
| InstructBLIPBackbone=Vicuna-7B2025.03 | 45.83 | 42.53 | |
| CLIP-ViT-Large-14Protocol=zero-shot2025.03 | 42.6 | 39.44 | |
| IDEFICS-InstructBackbone=LLaMA-7B2025.03 | 41.92 | 36.69 | |
| Qwen-VLBackbone=Qwen-7B2025.03 | 36.48 | 27.11 |