Topic Modeling on Pascal
0.045NPMIS2WTM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| S2WTMTopic count (K)=20, Median over 5 runs=true2025.07 | 0.045 | 0.572 | |
| ZeroshotTMTopic count (K)=20, Median over 5 runs=true2025.07 | 0.005 | 0.428 | |
| DVAE-TMTopic count (K)=20, Median over 5 runs=true2025.07 | 0 | 0.421 | |
| CombinedTMTopic count (K)=20, Median over 5 runs=true2025.07 | -0.002 | 0.421 | |
| DVAE-RSVI-TMTopic count (K)=20, Median over 5 runs=true2025.07 | -0.019 | 0.422 | |
| ETMTopic count (K)=20, Median over 5 runs=true2025.07 | -0.02 | 0.31 | |
| ProdLDATopic count (K)=20, Median over 5 runs=true2025.07 | -0.023 | 0.414 | |
| NMFTopic count (K)=20, Median over 5 runs=true2025.07 | -0.042 | 0.378 | |
| LSITopic count (K)=20, Median over 5 runs=true2025.07 | -0.045 | 0.293 | |
| LDATopic count (K)=20, Median over 5 runs=true2025.07 | -0.072 | 0.356 | |
| WTMTopic count (K)=20, Median over 5 runs=true2025.07 | -0.089 | 0.298 | |
| vONTTopic count (K)=20, Median over 5 runs=true2025.07 | -0.09 | 0.302 | |
| ECRTMTopic count (K)=20, Median over 5 runs=true2025.07 | -0.414 | 0.51 |