AI-generated text detection on ProductReview
99.5AUCLearn-to-Distance
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Learn-to-Distancetest_generator=Gemini 1.5 Pro2026.01 | 99.5 | 0.503 | 49.4 | |
| ImBDtest_generator=Gemini 1.5 Pro2026.01 | 99 | — | — | |
| Learn-to-DistanceTarget LLM=GPT-4o2026.01 | 97.7 | 8.398 | 78.4 | |
| FDGPTtest_generator=Gemini 1.5 Pro2026.01 | 95.9 | — | — | |
| Binocularstest_generator=Gemini 1.5 Pro2026.01 | 95.8 | — | — | |
| ImBDTarget LLM=GPT-4o2026.01 | 89.3 | — | — | |
| Likelihoodtest_generator=Gemini 1.5 Pro2026.01 | 88.8 | — | — | |
| BARTScoreTarget LLM=GPT-4o2026.01 | 80.4 | — | — | |
| RAIDARtest_generator=Gemini 1.5 Pro2026.01 | 76.5 | — | — | |
| FDGPTTarget LLM=GPT-4o2026.01 | 74 | — | — | |
| BinocularsTarget LLM=GPT-4o2026.01 | 73.1 | — | — | |
| LRRtest_generator=Gemini 1.5 Pro2026.01 | 73 | — | — | |
| RAIDARTarget LLM=GPT-4o2026.01 | 69.1 | — | — | |
| LikelihoodTarget LLM=GPT-4o2026.01 | 68.2 | — | — | |
| LRRTarget LLM=GPT-4o2026.01 | 67 | — | — | |
| RADARtest_generator=Gemini 1.5 Pro2026.01 | 66.3 | — | — | |
| ADGPTtest_generator=Gemini 1.5 Pro2026.01 | 62.9 | — | — | |
| BARTScoretest_generator=Gemini 1.5 Pro2026.01 | 58.9 | — | — | |
| RoBERTaTarget LLM=GPT-4o2026.01 | 58.3 | — | — | |
| RADARTarget LLM=GPT-4o2026.01 | 54.4 | — | — | |
| IDEtest_generator=Gemini 1.5 Pro2026.01 | 54.1 | — | — | |
| ADGPTTarget LLM=GPT-4o2026.01 | 53.8 | — | — | |
| IDETarget LLM=GPT-4o2026.01 | 51.2 | — | — | |
| RoBERTatest_generator=Gemini 1.5 Pro2026.01 | 50.9 | — | — |