AI-generated text detection on Environmental
99.8AUCFDGPT
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| FDGPTtest_generator=Gemini 1.5 Pro2026.01 | 99.8 | — | — | |
| Binocularstest_generator=Gemini 1.5 Pro2026.01 | 99.7 | — | — | |
| Learn-to-Distancetest_generator=Gemini 1.5 Pro2026.01 | 99.7 | — | — | |
| Learn-to-DistanceTarget LLM=GPT-4o2026.01 | 98.5 | 9.983 | 87.1 | |
| Likelihoodtest_generator=Gemini 1.5 Pro2026.01 | 97.2 | — | — | |
| LRRtest_generator=Gemini 1.5 Pro2026.01 | 93.1 | — | — | |
| RAIDARtest_generator=Gemini 1.5 Pro2026.01 | 89.1 | — | — | |
| ImBDtest_generator=Gemini 1.5 Pro2026.01 | 88.7 | — | — | |
| BARTScoreTarget LLM=GPT-4o2026.01 | 88.5 | — | — | |
| ImBDTarget LLM=GPT-4o2026.01 | 87.9 | — | — | |
| RAIDARTarget LLM=GPT-4o2026.01 | 86.1 | — | — | |
| FDGPTTarget LLM=GPT-4o2026.01 | 84.8 | — | — | |
| BinocularsTarget LLM=GPT-4o2026.01 | 81.8 | — | — | |
| BARTScoretest_generator=Gemini 1.5 Pro2026.01 | 77.5 | — | — | |
| LikelihoodTarget LLM=GPT-4o2026.01 | 75 | — | — | |
| LRRTarget LLM=GPT-4o2026.01 | 63.8 | — | — | |
| RADARtest_generator=Gemini 1.5 Pro2026.01 | 62.5 | — | — | |
| RoBERTaTarget LLM=GPT-4o2026.01 | 62.2 | — | — | |
| IDETarget LLM=GPT-4o2026.01 | 58.5 | — | — | |
| RADARTarget LLM=GPT-4o2026.01 | 57.1 | — | — | |
| RoBERTatest_generator=Gemini 1.5 Pro2026.01 | 53.2 | — | — | |
| ADGPTtest_generator=Gemini 1.5 Pro2026.01 | 53 | — | — | |
| ADGPTTarget LLM=GPT-4o2026.01 | 51.6 | — | — | |
| IDEtest_generator=Gemini 1.5 Pro2026.01 | 50.6 | — | — |