Binary AIGC Detection on M4
89.33AccuracyGPT-5
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GPT-5Method Category=General LLMs2026.04 | 89.33 | 89.31 | |
| OpenAI o3Method Category=Reasoning LLMs2026.04 | 88.03 | 88.03 | |
| BinocularsMethod Category=Discriminative Baseline, Evaluation Protocol=Zero-shot2026.04 | 85.6 | 85.49 | |
| Fast-DetectGPTMethod Category=Discriminative Baseline, Evaluation Protocol=Zero-shot2026.04 | 78.1 | 77.96 | |
| REVEALMethod Category=Reasoning LLMs2026.04 | 77.86 | 77.25 | |
| ImBDMethod Category=Discriminative Baseline, Evaluation Protocol=Zero-shot2026.04 | 73.8 | 73.29 | |
| RoBERTa-SFTMethod Category=Discriminative Baseline, Evaluation Protocol=Supervised2026.04 | 73.1 | 72.25 | |
| QwQ-32BMethod Category=Reasoning LLMs2026.04 | 67.94 | 67.88 | |
| Qwen3-8BMethod Category=Reasoning LLMs2026.04 | 58.84 | 11.8 | |
| GPT-4oMethod Category=General LLMs2026.04 | 58.12 | 58.12 | |
| GPT-4o-miniMethod Category=General LLMs2026.04 | 56.84 | 55.55 | |
| Llama3.1-8BMethod Category=General LLMs2026.04 | 44.58 | 18.29 |