AI-generated text detection on AcademicResearch
99.5AUCLearn-to-Distance
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Learn-to-Distancetest_generator=Gemini 1.5 Pro2026.01 | 99.5 | 0.353 | 43.8 | |
| FDGPTtest_generator=Gemini 1.5 Pro2026.01 | 99.2 | — | — | |
| Binocularstest_generator=Gemini 1.5 Pro2026.01 | 98.9 | — | — | |
| ImBDtest_generator=Gemini 1.5 Pro2026.01 | 98.9 | — | — | |
| Learn-to-DistanceTarget LLM=GPT-4o2026.01 | 97.7 | 3.562 | 60.5 | |
| Likelihoodtest_generator=Gemini 1.5 Pro2026.01 | 95.6 | — | — | |
| Learn-to-Distance2026.01 | 94.8 | 2.915 | 35.8 | |
| ImBDTarget LLM=GPT-4o2026.01 | 94.1 | — | — | |
| ImBD2026.01 | 91.9 | — | — | |
| RAIDARTarget LLM=GPT-4o2026.01 | 82.1 | — | — | |
| RAIDAR2026.01 | 81.2 | — | — | |
| RAIDARtest_generator=Gemini 1.5 Pro2026.01 | 79.4 | — | — | |
| RADARtest_generator=Gemini 1.5 Pro2026.01 | 78.7 | — | — | |
| LRRtest_generator=Gemini 1.5 Pro2026.01 | 78.3 | — | — | |
| RoBERTatest_generator=Gemini 1.5 Pro2026.01 | 72.4 | — | — | |
| RADAR2026.01 | 71.8 | — | — | |
| IDEtest_generator=Gemini 1.5 Pro2026.01 | 69.5 | — | — | |
| BARTScoreTarget LLM=GPT-4o2026.01 | 65.1 | — | — | |
| FDGPTTarget LLM=GPT-4o2026.01 | 64.8 | — | — | |
| BinocularsTarget LLM=GPT-4o2026.01 | 63.9 | — | — | |
| RADARTarget LLM=GPT-4o2026.01 | 63.7 | — | — | |
| Likelihood2026.01 | 58.2 | — | — | |
| IDE2026.01 | 57.1 | — | — | |
| BARTScore2026.01 | 56.1 | — | — | |
| LRR2026.01 | 55.7 | — | — | |
| IDETarget LLM=GPT-4o2026.01 | 55.7 | — | — | |
| ADGPT2026.01 | 54.4 | — | — | |
| FDGPT2026.01 | 54.2 | — | — | |
| ADGPTtest_generator=Gemini 1.5 Pro2026.01 | 54.1 | — | — | |
| Binoculars2026.01 | 53.2 | — | — | |
| LikelihoodTarget LLM=GPT-4o2026.01 | 52.7 | — | — | |
| BARTScoretest_generator=Gemini 1.5 Pro2026.01 | 51.6 | — | — | |
| RoBERTaTarget LLM=GPT-4o2026.01 | 51.6 | — | — | |
| ADGPTTarget LLM=GPT-4o2026.01 | 51.2 | — | — | |
| RoBERTa2026.01 | 51 | — | — | |
| LRRTarget LLM=GPT-4o2026.01 | 50.3 | — | — |