Event Causal Discovery on Simulated Manufacturing Events N=1000
1.6SHDLMT
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| LMTNumber of clusters (p)=52026.06 | 1.6 | 80 | 4 | |
| Pure-LLMNumber of clusters (p)=52026.06 | 7.2 | 33 | 27 | |
| CASCADENumber of clusters (p)=52026.06 | 7.6 | 41 | 37 | |
| LMTNumber of clusters (p)=82026.06 | 7.8 | 71 | 35 | |
| VOC-EmbNumber of clusters (p)=52026.06 | 9.8 | 58 | 56 | |
| LMTNumber of clusters (p)=162026.06 | 11.9 | 61 | 36 | |
| CASCADENumber of clusters (p)=82026.06 | 12.1 | 32 | 55 | |
| Pure-LLMNumber of clusters (p)=82026.06 | 12.6 | 26 | 32 | |
| VOC-EmbNumber of clusters (p)=82026.06 | 13.8 | 7 | 30 | |
| Pure-LLMNumber of clusters (p)=162026.06 | 21.2 | 1 | 13 | |
| CASCADENumber of clusters (p)=162026.06 | 21.5 | 29 | 60 | |
| VOC-EmbNumber of clusters (p)=162026.06 | 23.2 | 10 | 35 |