AIGC Detection on SynthWildX Firefly
88.04APFakeScope
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| FakeScopeBackbone=mPLUG-Owl22025.03 | 88.04 | 88.56 | |
| CNNSpotProtocol=training-based2025.03 | 83.72 | 83.39 | |
| FakeScopeBackbone=LLaVA-v1.52025.03 | 78.94 | 81.76 | |
| InternLM-XC.2-vlBackbone=InternLM2-7B2025.03 | 56.39 | 59.33 | |
| UnivFDProtocol=training-based2025.03 | 55.21 | 56.05 | |
| LLaVA-v1.5Backbone=Vicuna-7B, Protocol=baseline2025.03 | 49.03 | 49.68 | |
| FreDectProtocol=training-based2025.03 | 46.77 | 45.38 | |
| mPLUG-Owl2Backbone=LLaMA-7B, Protocol=baseline2025.03 | 46.34 | 48.33 | |
| CLIP-ViT-Large-14Protocol=zero-shot2025.03 | 42.26 | 38.56 | |
| InstructBLIPBackbone=Vicuna-7B2025.03 | 42.24 | 38.63 | |
| IDEFICS-InstructBackbone=LLaMA-7B2025.03 | 39.93 | 33.36 | |
| Qwen-VLBackbone=Qwen-7B2025.03 | 39.15 | 32.64 |