Lexical Semantic Change Detection on SemEval (test)
77.4Accuracy (En)SDML
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SDMLfine-tuning=false2024.03 | 77.4 | 90.2 | 65.6 | 0.124 | |
| XL-LEXEME (Cassotti et al., 2023)fine-tuning=false2024.03 | 75.7 | 87.7 | 75.4 | 0.056 | |
| APD (Kutuzov and Giulianelli, 2020)fine-tuning=true2024.03 | 60.5 | 56 | 56.9 | 0.113 | |
| APD (Laicher et al., 2021)fine-tuning=false2024.03 | 57.1 | 40.7 | 55.4 | — | |
| ScaledJSD (Card, 2023)fine-tuning=true2024.03 | 54.7 | 56.3 | 31 | 0.533 | |
| w/ TA + CD (Rosin and Radinsky, 2022)fine-tuning=true2024.03 | 52 | 76.3 | — | 0.585 | |
| CD & UD + CD (Giulianelli et al., 2022)fine-tuning=true2024.03 | 45.1 | 35.4 | 35.6 | 0.572 | |
| SSCD (Aida and Bollegala, 2023a)fine-tuning=false2024.03 | 38.3 | 59.7 | 23.4 | 0.433 |