AI-Generated Image Detection on AIGIBench (test)
84.04AccuracyFuzzy Decision Tree
Evaluation results
| Method | Links | |
|---|---|---|
| Fuzzy Decision TreeModel Category=Fuzzy Decision Tree2026.03 | 84.04 | |
| LightGBMModel Category=Ensemble Strategy2026.03 | 83.95 | |
| Random ForestModel Category=Ensemble Strategy2026.03 | 83.64 | |
| Bagging TreeModel Category=Ensemble Strategy2026.03 | 83.6 | |
| Linear SVMModel Category=Ensemble Strategy2026.03 | 83.53 | |
| Logistic RegressionModel Category=Ensemble Strategy2026.03 | 83.37 | |
| VotingModel Category=Ensemble Strategy2026.03 | 79.47 | |
| D3Model Category=Lightweight Detector2026.03 | 79.44 | |
| DDAModel Category=Lightweight Detector2026.03 | 78.9 | |
| Qwen3-VL-32BModel Category=Multimodal Large Language Model, Protocol=Zero-Shot, Base Component for Ensemble=Yes2026.03 | 77.18 | |
| NPRModel Category=Lightweight Detector, Base Component for Ensemble=Yes2026.03 | 76.84 | |
| Qwen3-VL-8BModel Category=Multimodal Large Language Model, Protocol=Zero-Shot, Base Component for Ensemble=Yes2026.03 | 76.05 | |
| Qwen2.5-VL-32BModel Category=Multimodal Large Language Model, Protocol=Zero-Shot2026.03 | 74.71 | |
| AIDEModel Category=Lightweight Detector, Base Component for Ensemble=Yes2026.03 | 73.37 | |
| Qwen2-VL-7BModel Category=Multimodal Large Language Model, Protocol=Zero-Shot, Base Component for Ensemble=Yes2026.03 | 72.99 | |
| EffortModel Category=Lightweight Detector2026.03 | 72.5 | |
| DiffAIGDModel Category=Lightweight Detector2026.03 | 68.33 | |
| Qwen2.5-VL-7BModel Category=Multimodal Large Language Model, Protocol=Zero-Shot2026.03 | 64.91 | |
| FreqNetModel Category=Lightweight Detector2026.03 | 64.59 | |
| DRCTModel Category=Lightweight Detector, Base Component for Ensemble=Yes2026.03 | 63.58 | |
| PatchCraftModel Category=Lightweight Detector2026.03 | 61.84 | |
| UnivFDModel Category=Lightweight Detector2026.03 | 61.81 |