Text Categorization on REUTERS (test)
2.83Classification ErrorApproxRepSet
Evaluation results
| Method | Links | |
|---|---|---|
| ApproxRepSet2019.04 | 2.83 | |
| RepSet2019.04 | 3.15 | |
| S-WMD2019.04 | 3.2 | |
| WMD2019.04 | 3.5 | |
| WMDDistance Measure=WMD, k-NN=k=192019.12 | 3.84 | |
| NN-attentionpooling=attention2019.04 | 3.97 | |
| RWMDDistance Measure=RWMD, k-NN=k=192019.12 | 3.97 | |
| NN-maxpooling=max2019.04 | 4.33 | |
| REL-RWMDDistance Measure=REL-RWMD, k-NN=k=192019.12 | 4.39 | |
| Set-Transformer2019.04 | 4.52 | |
| WCDDistance Measure=WCD, k-NN=k=192019.12 | 4.98 | |
| COSINEDistance Measure=COSINE, k-NN=k=192019.12 | 8.95 | |
| DeepSets2019.04 | 10 | |
| NN-meanpooling=mean2019.04 | 11.37 |