Authorship Verification on C_Wiki (test)
88.5AccuracyLUAR
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| LUARPre-processing=Original (non-POSNoise-processed), Fine-tuning=Fine-tuned using original corpora2024.03 | 88.5 | 96.3 | 88.7 | 87.2 | 90.3 | 102 | 11 | 15 | 98 | |
| LambdaGPre-processing=POSNoise-processed2024.03 | 87.6 | 93.8 | 87.2 | 84.1 | 90.5 | 95 | 18 | 10 | 103 | |
| IMPre-processing=POSNoise-processed2024.03 | 85.4 | 92.7 | 86.2 | 91.2 | 81.7 | 103 | 10 | 23 | 90 | |
| COAVPre-processing=POSNoise-processed2024.03 | 80.1 | 91.2 | 79.3 | 76.1 | 82.7 | 86 | 27 | 18 | 95 | |
| TAVeerPre-processing=Unprocessed corpora2024.03 | 78.8 | 85.8 | 78.9 | 79.6 | 78.3 | 90 | 23 | 25 | 88 | |
| LUARPre-processing=POSNoise-processed2024.03 | 76.1 | 83.3 | 75.5 | 77.6 | 73.5 | 83 | 30 | 24 | 89 | |
| FeVecDiff (LR)Pre-processing=POSNoise-processed, Classifier=Logistic Regression2024.03 | 73.9 | 84 | 67.8 | 88.6 | 54.9 | 62 | 51 | 8 | 105 | |
| FeVecDiff (MLP)Pre-processing=POSNoise-processed, Classifier=Multi-Layer Perceptron2024.03 | 73.5 | 80.9 | 73.7 | 73 | 74.3 | 84 | 29 | 31 | 82 | |
| ADHOMINEMPre-processing=POSNoise-processed2024.03 | 58.4 | 64.1 | 51 | 62 | 43.4 | 49 | 64 | 30 | 83 | |
| ADHOMINEMPre-processing=Original (non-POSNoise-processed), Fine-tuning=Fine-tuned using original corpora2024.03 | 57.5 | 61.8 | 57.5 | 57.5 | 57.5 | 65 | 48 | 48 | 65 |