Binary AIGC Detection on DetectRL
97.2AccuracyREVEAL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| REVEALMethod Category=Reasoning LLMs2026.04 | 97.2 | 97.2 | |
| GPT-5Method Category=General LLMs2026.04 | 96.52 | 96.52 | |
| OpenAI o3Method Category=Reasoning LLMs2026.04 | 95.74 | 95.73 | |
| RoBERTa-SFTMethod Category=Discriminative Baseline, Evaluation Protocol=Supervised2026.04 | 93.5 | 93.5 | |
| BinocularsMethod Category=Discriminative Baseline, Evaluation Protocol=Zero-shot2026.04 | 88.6 | 88.6 | |
| ImBDMethod Category=Discriminative Baseline, Evaluation Protocol=Zero-shot2026.04 | 86.2 | 86.07 | |
| Fast-DetectGPTMethod Category=Discriminative Baseline, Evaluation Protocol=Zero-shot2026.04 | 83.9 | 83.88 | |
| QwQ-32BMethod Category=Reasoning LLMs2026.04 | 69.87 | 69.16 | |
| Qwen3-8BMethod Category=Reasoning LLMs2026.04 | 63.86 | 25.14 | |
| GPT-4oMethod Category=General LLMs2026.04 | 57.06 | 52.31 | |
| GPT-4o-miniMethod Category=General LLMs2026.04 | 55.47 | 45.39 | |
| Llama3.1-8BMethod Category=General LLMs2026.04 | 39.78 | 16.78 |