Multi-class Classification on 20NewsGroup
86.19AccuracySCDV-MS
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| SCDV-MS2019.11 | 86.19 | 86.2 | 86.18 | 86.16 | |
| R-SCDV-MS2019.11 | 84.9 | 84.9 | 84.9 | 84.9 | |
| BERT (pr)2019.11 | 84.9 | 84.9 | 85 | 85 | |
| SCDV2019.11 | 84.6 | 84.6 | 84.5 | 84.6 | |
| Doc2VecC2019.11 | 84 | 84.1 | 84.1 | 84 | |
| RandBin2019.11 | 83.9 | 83.99 | 83.9 | 83.76 | |
| BOE2019.11 | 83.1 | 83.1 | 83.1 | 83.1 | |
| LTSG2019.11 | 82.8 | 82.4 | 81.8 | 81.8 | |
| NTSG-22019.11 | 82.5 | 83.7 | 82.8 | 82.4 | |
| pmeans2019.11 | 81.9 | 81.9 | 81.9 | 81.5 | |
| weight-AvgVec2019.11 | 81.9 | 81.7 | 81.9 | 81.7 | |
| BoWV2019.11 | 81.6 | 81.1 | 81.1 | 80.9 | |
| TWE-12019.11 | 81.5 | 81.2 | 80.6 | 80.6 | |
| lda2Vec2019.11 | 81.3 | 81.4 | 80.4 | 80.5 | |
| WTM2019.11 | 80.9 | 80.3 | 80.3 | 80 | |
| BOW2019.11 | 79.7 | 79.5 | 79 | 79 | |
| w2v-LDA2019.11 | 77.7 | 77.4 | 77.2 | 76.9 | |
| PV-DBOW2019.11 | 75.4 | 74.9 | 74.3 | 74.3 | |
| ELMO2019.11 | 74.1 | 74 | 74.1 | 73.9 | |
| PV-DM2019.11 | 72.4 | 72.1 | 71.5 | 71.5 | |
| TV+MeanWV2019.11 | 72.2 | 71.8 | 71.5 | 71.6 | |
| MvTM2019.11 | 72.2 | 71.8 | 71.5 | 71.6 | |
| lda2019.11 | 72.2 | 70.8 | 70.7 | 70 | |
| weight-BOC2019.11 | 71.8 | 71.3 | 71.8 | 71.4 |