Hierarchical Text Classification on RCV1 Depth 4 V2
65.73Micro-F1HPT
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| HPTK=162023.05 | 65.73 | 0.3634 | 66.24 | 0.3657 | |
| HierVerbK=162023.05 | 65.5 | 0.351 | 66.62 | 0.3624 | |
| HGCLRK=162023.05 | 63.91 | 0.3325 | 64.81 | 0.335 | |
| HierVerbK=82023.05 | 63.9 | 0.3113 | 64.96 | 0.3252 | |
| BERT (Vanilla FT)K=162023.05 | 63.68 | 0.34 | 64.1 | 0.3441 | |
| HPTK=82023.05 | 59.92 | 0.2903 | 61.47 | 0.3219 | |
| HGCLRK=82023.05 | 58.9 | 0.2703 | 60.3 | 0.2741 | |
| BERT (Vanilla FT)K=82023.05 | 57.27 | 0.2393 | 57.51 | 0.2446 | |
| HierVerbK=42023.05 | 56.86 | 0.2207 | 57.11 | 0.2242 | |
| HPTK=42023.05 | 52.62 | 0.2001 | 52.73 | 0.2021 | |
| HierVerbK=22023.05 | 48 | 0.1174 | 49.21 | 0.1269 | |
| HGCLRK=42023.05 | 45.53 | 0.0856 | 47.71 | 0.0992 | |
| HierVerbK=12023.05 | 40.95 | 0.0487 | 41.22 | 0.0571 | |
| HPTK=22023.05 | 38.93 | 0.0831 | 40.47 | 0.1052 | |
| HGCLRK=22023.05 | 34.33 | 0.0251 | 37.28 | 0.0612 | |
| HPTK=12023.05 | 27.7 | 0.0335 | 28.51 | 0.039 | |
| HGCLRK=12023.05 | 26.46 | 0.0134 | 26.8 | 0.0171 | |
| BERT (Vanilla FT)K=42023.05 | 17.94 | 0.0145 | 18 | 0.0157 | |
| BERT (Vanilla FT)K=22023.05 | 8.07 | 0.0276 | 9.13 | 0.0411 | |
| BERT (Vanilla FT)K=12023.05 | 7.32 | 0.0373 | 9.32 | 0.0373 |