AI-generated text detection on LegalDocument
1AUCLearn-to-Distance
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Learn-to-Distancetest_generator=Gemini 1.5 Pro2026.01 | 1 | 0.162 | 100 | |
| FDGPTtest_generator=Gemini 1.5 Pro2026.01 | 0.998 | — | — | |
| Binocularstest_generator=Gemini 1.5 Pro2026.01 | 0.998 | — | — | |
| ImBDtest_generator=Gemini 1.5 Pro2026.01 | 0.983 | — | — | |
| ImBDTarget LLM=GPT-4o2026.01 | 0.971 | — | — | |
| RoBERTatest_generator=Gemini 1.5 Pro2026.01 | 0.952 | — | — | |
| Learn-to-DistanceTarget LLM=GPT-4o2026.01 | 0.939 | — | — | |
| RADARtest_generator=Gemini 1.5 Pro2026.01 | 0.917 | — | — | |
| LRRtest_generator=Gemini 1.5 Pro2026.01 | 0.847 | — | — | |
| BARTScoreTarget LLM=GPT-4o2026.01 | 0.7 | — | — | |
| FDGPTTarget LLM=GPT-4o2026.01 | 0.69 | — | — | |
| BinocularsTarget LLM=GPT-4o2026.01 | 0.689 | — | — | |
| RAIDARtest_generator=Gemini 1.5 Pro2026.01 | 0.683 | — | — | |
| IDEtest_generator=Gemini 1.5 Pro2026.01 | 0.644 | — | — | |
| RAIDARTarget LLM=GPT-4o2026.01 | 0.63 | — | — | |
| IDETarget LLM=GPT-4o2026.01 | 0.622 | — | — | |
| ADGPTtest_generator=Gemini 1.5 Pro2026.01 | 0.615 | — | — | |
| Likelihoodtest_generator=Gemini 1.5 Pro2026.01 | 0.578 | — | — | |
| ADGPTTarget LLM=GPT-4o2026.01 | 0.555 | — | — | |
| RADARTarget LLM=GPT-4o2026.01 | 0.547 | — | — | |
| RoBERTaTarget LLM=GPT-4o2026.01 | 0.528 | — | — | |
| LRRTarget LLM=GPT-4o2026.01 | 0.527 | — | — | |
| LikelihoodTarget LLM=GPT-4o2026.01 | 0.523 | — | — | |
| BARTScoretest_generator=Gemini 1.5 Pro2026.01 | 0.52 | — | — |