Named Entity Recognition on I2B2 2010 (test)
0.7198Micro F1CFNER
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CFNERIncremental Setting=FG-2-PG-22022.10 | 0.7198 | 0.4909 | |
| CFNERIncremental Setting=FG-8-PG-22022.10 | 0.6907 | 0.5109 | |
| LUCIRIncremental Setting=FG-8-PG-22022.10 | 0.6854 | 0.4694 | |
| LUCIRIncremental Setting=FG-2-PG-22022.10 | 0.6432 | 0.4353 | |
| CFNERIncremental Setting=FG-1-PG-12022.10 | 0.6273 | 0.3626 | |
| CFNERIncremental Setting=FG-8-PG-12022.10 | 0.5979 | 0.373 | |
| LUCIRIncremental Setting=FG-8-PG-12022.10 | 0.5786 | 0.3304 | |
| ExtendNERIncremental Setting=FG-2-PG-22022.10 | 0.5701 | 0.3529 | |
| STIncremental Setting=FG-2-PG-22022.10 | 0.5544 | 0.3338 | |
| ExtendNERIncremental Setting=FG-8-PG-22022.10 | 0.5225 | 0.3093 | |
| STIncremental Setting=FG-8-PG-12022.10 | 0.4951 | 0.2377 | |
| STIncremental Setting=FG-8-PG-22022.10 | 0.4894 | 0.29 | |
| ExtendNERIncremental Setting=FG-8-PG-12022.10 | 0.4395 | 0.2312 | |
| LUCIRIncremental Setting=FG-1-PG-12022.10 | 0.4386 | 0.3131 | |
| ExtendNERIncremental Setting=FG-1-PG-12022.10 | 0.4285 | 0.2405 | |
| PODNetIncremental Setting=FG-8-PG-12022.10 | 0.3926 | 0.2723 | |
| PODNetIncremental Setting=FG-8-PG-22022.10 | 0.3622 | 0.2608 | |
| PODNetIncremental Setting=FG-2-PG-22022.10 | 0.3467 | 0.2462 | |
| STIncremental Setting=FG-1-PG-12022.10 | 0.3198 | 0.1476 | |
| Finetune OnlyIncremental Setting=FG-2-PG-22022.10 | 0.2857 | 0.2143 | |
| Finetune OnlyIncremental Setting=FG-8-PG-22022.10 | 0.236 | 0.2354 | |
| Finetune OnlyIncremental Setting=FG-8-PG-12022.10 | 0.2083 | 0.1811 | |
| Finetune OnlyIncremental Setting=FG-1-PG-12022.10 | 0.1743 | 0.1381 | |
| PODNetIncremental Setting=FG-1-PG-12022.10 | 0.1231 | 0.1714 |