AI-generated text detection on MedicalText
0.985AUCBinoculars
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Binocularstest_generator=Gemini 1.5 Pro2026.01 | 0.985 | — | — | |
| FDGPTtest_generator=Gemini 1.5 Pro2026.01 | 0.984 | — | — | |
| ImBDtest_generator=Gemini 1.5 Pro2026.01 | 0.964 | — | — | |
| Learn-to-Distancetest_generator=Gemini 1.5 Pro2026.01 | 0.963 | — | — | |
| Likelihoodtest_generator=Gemini 1.5 Pro2026.01 | 0.954 | — | — | |
| LRRtest_generator=Gemini 1.5 Pro2026.01 | 0.855 | — | — | |
| Learn-to-DistanceTarget LLM=GPT-4o2026.01 | 0.846 | 5.767 | 27.3 | |
| RoBERTatest_generator=Gemini 1.5 Pro2026.01 | 0.822 | — | — | |
| ImBDTarget LLM=GPT-4o2026.01 | 0.789 | — | — | |
| IDEtest_generator=Gemini 1.5 Pro2026.01 | 0.775 | — | — | |
| RAIDARtest_generator=Gemini 1.5 Pro2026.01 | 0.686 | — | — | |
| RAIDARTarget LLM=GPT-4o2026.01 | 0.684 | — | — | |
| FDGPTTarget LLM=GPT-4o2026.01 | 0.661 | — | — | |
| BARTScoreTarget LLM=GPT-4o2026.01 | 0.634 | — | — | |
| BinocularsTarget LLM=GPT-4o2026.01 | 0.633 | — | — | |
| ADGPTtest_generator=Gemini 1.5 Pro2026.01 | 0.608 | — | — | |
| LikelihoodTarget LLM=GPT-4o2026.01 | 0.573 | — | — | |
| RADARTarget LLM=GPT-4o2026.01 | 0.564 | — | — | |
| BARTScoretest_generator=Gemini 1.5 Pro2026.01 | 0.556 | — | — | |
| IDETarget LLM=GPT-4o2026.01 | 0.548 | — | — | |
| RoBERTaTarget LLM=GPT-4o2026.01 | 0.529 | — | — | |
| LRRTarget LLM=GPT-4o2026.01 | 0.507 | — | — | |
| ADGPTTarget LLM=GPT-4o2026.01 | 0.506 | — | — | |
| RADARtest_generator=Gemini 1.5 Pro2026.01 | 0.505 | — | — |