Document Clustering on 20NG (test)
0.437NMIS2WTM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| S2WTM2025.07 | 0.437 | 0.469 | — | — | |
| LDA2025.07 | 0.425 | 0.461 | — | — | |
| CombinedTM2025.07 | 0.406 | 0.418 | — | — | |
| ZeroshotTM2025.07 | 0.383 | 0.421 | — | — | |
| WTM2025.07 | 0.37 | 0.366 | — | — | |
| ProdLDA2025.07 | 0.369 | 0.414 | — | — | |
| ECRTM2025.07 | 0.336 | 0.345 | — | — | |
| VONT2025.07 | 0.328 | 0.351 | — | — | |
| NMF2025.07 | 0.298 | 0.36 | — | — | |
| LSI2025.07 | 0.282 | 0.326 | — | — | |
| DVAE-RSVI-TM2025.07 | 0.238 | 0.237 | — | — | |
| DVAE-TM2025.07 | 0.227 | 0.23 | — | — | |
| ETM2025.07 | 0.026 | 0.091 | — | — | |
| ETMEmbedding dimension=502022.10 | — | — | 0.4268 | 0.3772 | |
| HyperETMEmbedding dimension=502022.10 | — | — | 0.4363 | 0.3906 | |
| HyperMinerEmbedding dimension=502022.10 | — | — | 0.4437 | 0.4283 | |
| HyperMiner-KGEmbedding dimension=502022.10 | — | — | 0.4516 | 0.4365 | |
| LDAEmbedding dimension=502022.10 | — | — | 0.3843 | 0.3598 | |
| ProdLDAEmbedding dimension=502022.10 | — | — | 0.3921 | 0.3652 | |
| SawETMEmbedding dimension=502022.10 | — | — | 0.4336 | 0.4159 | |
| TopicNetEmbedding dimension=502022.10 | — | — | 0.4294 | 0.4076 | |
| WHAIEmbedding dimension=502022.10 | — | — | 0.4089 | 0.389 |