Named Entity Recognition on CoNLL-CW (test)
96.12F1 ScoreSubRegWeigh (K-means)
Evaluation Results
| Method | Links | |
|---|---|---|
| SubRegWeigh (K-means)Backbone=LUKE-LARGE, Processing time (hh:mm)=6:362024.09 | 96.12 | |
| CrossWeighBackbone=LUKE-LARGE, Processing time (hh:mm)=26:192024.09 | 95.96 | |
| SubRegWeigh (Random)Backbone=LUKE-LARGE, Processing time (hh:mm)=2:592024.09 | 95.94 | |
| SubRegWeigh (Cos-Sim)Backbone=LUKE-LARGE, Processing time (hh:mm)=6:192024.09 | 95.93 | |
| VanillaBackbone=LUKE-LARGE2024.09 | 95.92 | |
| SOTA2024.09 | 95.88 | |
| SubRegWeigh (K-means)Backbone=RoBERTa-LARGE, Processing time (hh:mm)=5:212024.09 | 95.45 | |
| VanillaBackbone=RoBERTa-LARGE2024.09 | 95.27 | |
| SubRegWeigh (Random)Backbone=RoBERTa-LARGE, Processing time (hh:mm)=3:262024.09 | 95.24 | |
| SubRegWeigh (Cos-Sim)Backbone=RoBERTa-LARGE, Processing time (hh:mm)=4:512024.09 | 95.17 | |
| CrossWeighBackbone=RoBERTa-LARGE, Processing time (hh:mm)=30:552024.09 | 94.99 |