Boundary Detection on RoFT
64.63AccuracyGigaCheck (DN-DAB-DETR)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GigaCheck (DN-DAB-DETR)2024.10 | 64.63 | 86.68 | 1.51 | |
| RoBERTa + SEP2024.10 | 49.64 | 79.71 | 2.63 | |
| RoBERTa2024.10 | 46.47 | 74.86 | 3 | |
| Phi-1.5classifier=LR classifier, type=Perplexity-based2024.10 | 27 | 49.5 | 11.9 | |
| PHD + TS MLtype=TDA-based2024.10 | 23.5 | 46.32 | 14.14 | |
| Human baseline2024.10 | 22.62 | 40.31 | 13.88 | |
| DetectGPTclassifier=GB classifier, type=Perplexity-based2024.10 | 19.79 | 37.4 | 8.35 | |
| DetectGPTclassifier=LR classifier, type=Perplexity-based2024.10 | 19.45 | 33.82 | 9.03 | |
| Phi-1.5regressor=GB regressor, type=Perplexity-based2024.10 | 17.1 | 44.6 | 6.11 | |
| TLE + TS Binarytype=TDA-based2024.10 | 12.58 | 30.41 | 22.23 |