Entity Linking on AIDA and OOD Composite Test Set
86.4AIDA PerformanceReLiKL
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| ReLiKLmodel_size=Large2024.07 | 86.4 | 75 | 56.3 | 72.8 | 51.7 | 43 | 65.1 | 57.2 | 63.4 | 60.2 | |
| Zhang et al. (2022)2024.07 | 85.8 | 72.1 | 52.9 | 64.5 | 54.1 | 41.9 | 61.1 | 51.3 | 60.5 | 56.4 | |
| De Cao et al. (2021a)2024.07 | 85.5 | 19.8 | 10.2 | 8.2 | 22.7 | 8.3 | 14.4 | 15.2 | — | — | |
| ReLiKBmodel_size=Base2024.07 | 85.3 | 72.3 | 55.6 | 68 | 48.1 | 41.6 | 62.5 | 52.3 | 60.7 | 57.2 | |
| De Cao et al. (2021b)2024.07 | 83.7 | 73.7 | 54.1 | 60.7 | 46.7 | 40.3 | 56.1 | 50 | 58.2 | 54.5 | |
| Kolitsas et al. (2018)2024.07 | 82.4 | 72.4 | 34.1 | 35.2 | 50.3 | 38.2 | 61.9 | 52.7 | 53.4 | 49.2 | |
| Martins et al. (2019)2024.07 | 81.9 | — | — | — | — | — | — | — | — | — | |
| van Hulst et al. (2020)2024.07 | 80.5 | 72.4 | 41.1 | 50.7 | 49.9 | 35 | 63.1 | 58.3 | 56.4 | 52.9 | |
| Broscheit (2019)2024.07 | 79.3 | — | — | — | — | — | — | — | — | — | |
| Hoffart et al. (2011)2024.07 | 72.8 | 65.1 | 32.6 | 55.4 | 46.4 | 42.4 | 63.1 | 0 | 47.2 | 43.6 | |
| Moro et al. (2014)2024.07 | 48.5 | 39.7 | 29.8 | 55.9 | 23 | 29.1 | 41.9 | 37.7 | 38.2 | 36.7 | |
| Steinmetz and Sack (2013)2024.07 | 42.3 | 30.9 | 26.5 | 46.8 | 18.1 | 20.5 | 46.2 | 46.4 | 34.7 | 33.6 |