AI-generated text detection on EducationMaterial
1AUCFDGPT
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| FDGPTtest_generator=Gemini 1.5 Pro2026.01 | 1 | — | — | |
| Binocularstest_generator=Gemini 1.5 Pro2026.01 | 1 | — | — | |
| ImBDtest_generator=Gemini 1.5 Pro2026.01 | 1 | — | — | |
| Learn-to-Distancetest_generator=Gemini 1.5 Pro2026.01 | 1 | — | — | |
| Likelihoodtest_generator=Gemini 1.5 Pro2026.01 | 0.998 | — | — | |
| ImBDTarget LLM=GPT-4o2026.01 | 0.997 | — | — | |
| Learn-to-DistanceTarget LLM=GPT-4o2026.01 | 0.996 | — | — | |
| LRRtest_generator=Gemini 1.5 Pro2026.01 | 0.989 | — | — | |
| RAIDARtest_generator=Gemini 1.5 Pro2026.01 | 0.968 | — | — | |
| RAIDARTarget LLM=GPT-4o2026.01 | 0.952 | — | — | |
| RADARtest_generator=Gemini 1.5 Pro2026.01 | 0.911 | — | — | |
| RoBERTatest_generator=Gemini 1.5 Pro2026.01 | 0.889 | — | — | |
| BARTScoretest_generator=Gemini 1.5 Pro2026.01 | 0.871 | — | — | |
| ADGPTtest_generator=Gemini 1.5 Pro2026.01 | 0.859 | — | — | |
| BARTScoreTarget LLM=GPT-4o2026.01 | 0.825 | — | — | |
| LRRTarget LLM=GPT-4o2026.01 | 0.806 | — | — | |
| FDGPTTarget LLM=GPT-4o2026.01 | 0.8 | — | — | |
| BinocularsTarget LLM=GPT-4o2026.01 | 0.754 | — | — | |
| RADARTarget LLM=GPT-4o2026.01 | 0.746 | — | — | |
| RoBERTaTarget LLM=GPT-4o2026.01 | 0.724 | — | — | |
| LikelihoodTarget LLM=GPT-4o2026.01 | 0.643 | — | — | |
| IDETarget LLM=GPT-4o2026.01 | 0.611 | — | — | |
| IDEtest_generator=Gemini 1.5 Pro2026.01 | 0.607 | — | — | |
| ADGPTTarget LLM=GPT-4o2026.01 | 0.583 | — | — |