AIGC Detection on SynthWildX Dalle3
91.21APCNNSpot
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CNNSpotProtocol=training-based2025.03 | 91.21 | 91.85 | |
| FakeScopeBackbone=mPLUG-Owl22025.03 | 89.02 | 89.43 | |
| FakeScopeBackbone=LLaVA-v1.52025.03 | 87.37 | 87.44 | |
| LLaVA-v1.5Backbone=Vicuna-7B, Protocol=baseline2025.03 | 53.3 | 56.43 | |
| InternLM-XC.2-vlBackbone=InternLM2-7B2025.03 | 50.06 | 52.65 | |
| mPLUG-Owl2Backbone=LLaMA-7B, Protocol=baseline2025.03 | 48.23 | 48.05 | |
| FreDectProtocol=training-based2025.03 | 45.26 | 45.65 | |
| CLIP-ViT-Large-14Protocol=zero-shot2025.03 | 42.33 | 38.19 | |
| UnivFDProtocol=training-based2025.03 | 41.77 | 38.22 | |
| InstructBLIPBackbone=Vicuna-7B2025.03 | 41.24 | 36.38 | |
| IDEFICS-InstructBackbone=LLaMA-7B2025.03 | 37.41 | 27.92 | |
| Qwen-VLBackbone=Qwen-7B2025.03 | 36.44 | 27.06 |