Conversational Fingerprinting on Covert Conversational Fingerprinting (test)
76.8AUCCE ELECTRA-large
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| CE ELECTRA-largeMethod Type=Cross-encoder2026.06 | 76.8 | 70.3 | 68.2 | 65.9 | 75.4 | |
| CE BERT-baseMethod Type=Cross-encoder2026.06 | 75.4 | 70 | 67.6 | 65.3 | 75.4 | |
| MPNET contrastiveMethod Type=Bi-encoder2026.06 | 75.2 | 69.2 | 67.5 | 65.8 | 73 | |
| nomic-modernbertMethod Type=Bi-encoder2026.06 | 74.7 | 69.4 | 67 | 64.8 | 74.7 | |
| StyleDistanceMethod Type=Bi-encoder2026.06 | 68.6 | 65.9 | 63.1 | 61.2 | 71.4 | |
| N-gram RFMethod Type=Feature-based2026.06 | 68 | 65.1 | 62.5 | 60.9 | 70 | |
| N-gram GBDTMethod Type=Feature-based2026.06 | 67.3 | 64.6 | 62.5 | 61.2 | 68.4 | |
| N-gram LogRegMethod Type=Feature-based2026.06 | 66.7 | 63.6 | 61.6 | 60.5 | 67 | |
| Model Equality TestingMethod Type=Distribution Testing2026.06 | 60.4 | 50.9 | 57.4 | 60.1 | 44.2 | |
| N-gram OverlapMethod Type=Threshold2026.06 | 59 | 48 | 56.8 | 53 | 58 |