Entity Matching on D-A1 1% labeled train (test)
96.6F1 ScoreHIF+KATID3
Evaluation results
| Method | Links | |
|---|---|---|
| HIF+KATID3low resource setting=true, training_data_percentage=1%2021.06 | 96.6 | |
| HIF+DTlow resource setting=true, training_data_percentage=1%2021.06 | 96.4 | |
| HIF-ALONElow resource setting=true, training_data_percentage=1%2021.06 | 96.1 | |
| Magellanlow resource setting=true, training_data_percentage=1%2021.06 | 93.7 | |
| HIF+KATXGBlow resource setting=true, training_data_percentage=1%2021.06 | 93.3 | |
| HIF-WBOWlow resource setting=true, training_data_percentage=1%2021.06 | 92.7 | |
| HIF-EMBlow resource setting=true, training_data_percentage=1%2021.06 | 90.9 | |
| HIF+LRlow resource setting=true, training_data_percentage=1%2021.06 | 87.1 | |
| DM-HYBlow resource setting=true, training_data_percentage=1%2021.06 | 86.6 | |
| DM-RNNlow resource setting=true, training_data_percentage=1%2021.06 | 85.4 | |
| DM-ATTlow resource setting=true, training_data_percentage=1%2021.06 | 82.5 | |
| HierMatcherlow resource setting=true, training_data_percentage=1%2021.06 | 37.5 | |
| HIF+LNlow resource setting=true, training_data_percentage=1%2021.06 | 21 |