AI-text detection on MAGE in-distribution (test)
81AUROCLongformer
Evaluation results
| Method | Links | |
|---|---|---|
| LongformerEvaluation Protocol=Supervised2026.06 | 81 | |
| LUSR DeepSVDDEvaluation Protocol=Ours2026.06 | 78 | |
| KNN (LUSR)Evaluation Protocol=KNN style-based2026.06 | 73 | |
| KNN (StyleDistance)Evaluation Protocol=KNN style-based2026.06 | 66 | |
| KNN (LUAR)Evaluation Protocol=KNN style-based2026.06 | 65 | |
| FastDetectGPTEvaluation Protocol=Zero-shot2026.06 | 63 | |
| KNN (MSR)Evaluation Protocol=KNN style-based2026.06 | 60 | |
| KNN (CISR)Evaluation Protocol=KNN style-based2026.06 | 58 | |
| BinocularsEvaluation Protocol=Zero-shot2026.06 | 54 | |
| ReMoDetectEvaluation Protocol=Supervised2026.06 | 53 | |
| DNA-GPTEvaluation Protocol=Zero-shot2026.06 | 51 | |
| RankEvaluation Protocol=Zero-shot2026.06 | 50 | |
| LogRankEvaluation Protocol=Zero-shot2026.06 | 50 | |
| LRREvaluation Protocol=Zero-shot2026.06 | 50 | |
| Revise-DetectEvaluation Protocol=Zero-shot2026.06 | 50 | |
| RADAREvaluation Protocol=Supervised2026.06 | 50 |