Binary AIGC Detection on Pan
88.8AccuracyREVEAL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| REVEALMethod Category=Reasoning LLMs2026.04 | 88.8 | 88.79 | |
| OpenAI o3Method Category=Reasoning LLMs2026.04 | 88.59 | 88.58 | |
| BinocularsMethod Category=Discriminative Baseline, Evaluation Protocol=Zero-shot2026.04 | 87.9 | 87.84 | |
| ImBDMethod Category=Discriminative Baseline, Evaluation Protocol=Zero-shot2026.04 | 86 | 85.88 | |
| RoBERTa-SFTMethod Category=Discriminative Baseline, Evaluation Protocol=Supervised2026.04 | 85.5 | 85.5 | |
| Fast-DetectGPTMethod Category=Discriminative Baseline, Evaluation Protocol=Zero-shot2026.04 | 82.6 | 82.48 | |
| GPT-5Method Category=General LLMs2026.04 | 82.57 | 82.57 | |
| QwQ-32BMethod Category=Reasoning LLMs2026.04 | 59.2 | 59.15 | |
| Qwen3-8BMethod Category=Reasoning LLMs2026.04 | 56.34 | 11.31 | |
| GPT-4oMethod Category=General LLMs2026.04 | 48.63 | 47.44 | |
| GPT-4o-miniMethod Category=General LLMs2026.04 | 47.66 | 40.46 | |
| Llama3.1-8BMethod Category=General LLMs2026.04 | 42.51 | 16.39 |