Authorship Attribution on IMDB62 (test)
96Weighted F1Word+
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Word+number of authors=62, features=word n-grams + MFLM embeddings2024.06 | 96 | — | — | |
| Char+number of authors=62, features=character n-grams + MFLM embeddings2024.06 | 96 | — | — | |
| SBERT+number of authors=62, features=SBERT embeddings + MFLM embeddings2024.06 | 94 | — | — | |
| Char n-gramsnumber of authors=62, features=character n-grams2024.06 | 92 | — | — | |
| MFLMnumber of authors=62, features=MFLM sentence embeddings2024.06 | 91 | — | — | |
| SBERTnumber of authors=62, features=SBERT embeddings2024.06 | 87 | — | — | |
| Word n-gramsnumber of authors=62, features=word n-grams2024.06 | 82 | — | — | |
| Stylonumber of authors=62, features=Stylometric features2024.06 | 2 | — | — | |
| SOTAnumber of authors=62, reference=Tyo et al., 20222024.06 | — | 0.99 | — |