AI-generated text detection on GovernmentPublic
99.5AUCImBD
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ImBDtest_generator=Gemini 1.5 Pro2026.01 | 99.5 | — | — | |
| Learn-to-Distancetest_generator=Gemini 1.5 Pro2026.01 | 98.8 | — | — | |
| FDGPTtest_generator=Gemini 1.5 Pro2026.01 | 98.1 | — | — | |
| Binocularstest_generator=Gemini 1.5 Pro2026.01 | 98 | — | — | |
| Learn-to-DistanceTarget LLM=GPT-4o2026.01 | 94.4 | 3.565 | 39.1 | |
| Likelihoodtest_generator=Gemini 1.5 Pro2026.01 | 91.3 | — | — | |
| ImBDTarget LLM=GPT-4o2026.01 | 90.9 | — | — | |
| LRRtest_generator=Gemini 1.5 Pro2026.01 | 87.4 | — | — | |
| IDEtest_generator=Gemini 1.5 Pro2026.01 | 80.8 | — | — | |
| RoBERTatest_generator=Gemini 1.5 Pro2026.01 | 75.8 | — | — | |
| FDGPTTarget LLM=GPT-4o2026.01 | 72.3 | — | — | |
| BinocularsTarget LLM=GPT-4o2026.01 | 71.6 | — | — | |
| BARTScoreTarget LLM=GPT-4o2026.01 | 68.5 | — | — | |
| RAIDARTarget LLM=GPT-4o2026.01 | 67.7 | — | — | |
| RAIDARtest_generator=Gemini 1.5 Pro2026.01 | 62.3 | — | — | |
| ADGPTtest_generator=Gemini 1.5 Pro2026.01 | 60.1 | — | — | |
| RADARTarget LLM=GPT-4o2026.01 | 57.9 | — | — | |
| LRRTarget LLM=GPT-4o2026.01 | 57 | — | — | |
| RoBERTaTarget LLM=GPT-4o2026.01 | 57 | — | — | |
| LikelihoodTarget LLM=GPT-4o2026.01 | 55.9 | — | — | |
| BARTScoretest_generator=Gemini 1.5 Pro2026.01 | 55.5 | — | — | |
| ADGPTTarget LLM=GPT-4o2026.01 | 55.2 | — | — | |
| IDETarget LLM=GPT-4o2026.01 | 53.6 | — | — | |
| RADARtest_generator=Gemini 1.5 Pro2026.01 | 51.7 | — | — |