Text Categorization on AMAZON (test)
5.29Test ErrorRepSet
Evaluation results
| Method | Links | |
|---|---|---|
| RepSet2019.04 | 5.29 | |
| ApproxRepSet2019.04 | 5.69 | |
| S-WMD2019.04 | 5.8 | |
| RWMDDistance Measure=RWMD, k-NN=k=192019.12 | 6.87 | |
| NN-attentionpooling=attention2019.04 | 6.92 | |
| REL-RWMDDistance Measure=REL-RWMD, k-NN=k=192019.12 | 6.98 | |
| Set-Transformer2019.04 | 7.18 | |
| WMDDistance Measure=WMD, k-NN=k=192019.12 | 7.21 | |
| WMD2019.04 | 7.4 | |
| NN-maxpooling=max2019.04 | 7.55 | |
| DeepSets2019.04 | 8.58 | |
| WCDDistance Measure=WCD, k-NN=k=192019.12 | 9.04 | |
| COSINEDistance Measure=COSINE, k-NN=k=192019.12 | 12.9 | |
| NN-meanpooling=mean2019.04 | 13.66 |