Summary of recent algorithms detecting ChatGPT-generated texts.
| Open | Black | Detection | ||
|---|---|---|---|---|
| Detector | Source | Box | basis | Explanation |
| DetectGPT [13] | ✓ | X | Probability Score | / |
| Watermarks [6] | ✓ | X | Red & Green Tokens | / |
| Roberta-based-detector [4] | ✓ | ✓ | Output String | / |
| OpenAI [15] | X | ✓ | Output String | / |
| GPTZero | X | ✓ | Output String | / |
| DistilBERT-based-detector [14] | X | ✓ | Output String | SHAP |
| Ours | ✓ | ✓ | Output String | Polish Ratio |
| Open | Black | Detection | ||
|---|---|---|---|---|
| Detector | Source | Box | basis | Explanation |
| DetectGPT [ | ✓ | Probability Score | / | |
| Watermarks [ | ✓ | Red & Green Tokens | / | |
| Roberta-based-detector [ | ✓ | ✓ | Output String | / |
| OpenAI [ | X | ✓ | Output String | / |
| GPTZero | ✓ | Output String | / | |
| DistilBERT-based-detector [ | ✓ | Output String | ||
| ✓ | ✓ | Output String |
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