Hierarchical Text Classification on DBpedia
96.26Micro-F1SCHK-HTC
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SCHK-HTCShot=162026.04 | 96.26 | 93.29 | |
| DCLShot=162026.04 | 96.2 | 93.26 | |
| HierVerbShot=162026.04 | 96.17 | 93.28 | |
| HPTShot=162026.04 | 96.13 | 93.28 | |
| SCHK-HTCShot=82026.04 | 95.78 | 92.46 | |
| DCLShot=82026.04 | 95.52 | 92.43 | |
| HPTShot=82026.04 | 95.49 | 92.35 | |
| HGCLRShot=162026.04 | 95.49 | 89.41 | |
| Vanilla-BERTShot=162026.04 | 95.31 | 89.16 | |
| HierVerbShot=82026.04 | 95.19 | 92.44 | |
| SCHK-HTCShot=42026.04 | 94.83 | 90.89 | |
| HGCLRShot=82026.04 | 94.7 | 88.04 | |
| HierVerbShot=42026.04 | 94.51 | 90.77 | |
| Vanilla-BERTShot=82026.04 | 94.39 | 87.63 | |
| HPTShot=42026.04 | 94.34 | 90.09 | |
| DCLShot=42026.04 | 94.32 | 90.22 | |
| HPTShot=22026.04 | 93.71 | 81.12 | |
| SCHK-HTCShot=22026.04 | 93.24 | 89.07 | |
| HierVerbShot=22026.04 | 93.21 | 88.96 | |
| HGCLRShot=42026.04 | 93.14 | 84.74 | |
| Vanilla-BERTShot=42026.04 | 92.94 | 84.63 | |
| DCLShot=22026.04 | 92.61 | 88.27 | |
| SCHK-HTCShot=12026.04 | 91.91 | 85.41 | |
| DCLShot=12026.04 | 91.68 | 85.28 | |
| HierVerbShot=12026.04 | 91.66 | 85.32 | |
| HGCLRShot=22026.04 | 90.32 | 71.46 | |
| Vanilla-BERTShot=22026.04 | 87.02 | 69.05 | |
| HPTShot=12026.04 | 72.52 | 31.01 | |
| HGCLRShot=12026.04 | 15.73 | 0.28 | |
| Vanilla-BERTShot=12026.04 | 14.43 | 0.29 |