Episode Detection on Wikipage key event corpus Natural Disasters theme
70.985-PrecisionEpiMine
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| EpiMineLLM integrated=true2024.08 | 70.98 | 28.46 | 34.53 | |
| EpiMine - No ConfidenceLLM integrated=true, Similarity=max cosine-similarity2024.08 | 43.66 | 20.78 | 27.76 | |
| EvMine + AILLM integrated=true2024.08 | 43.56 | 13.22 | 19.4 | |
| K-means + AIEmbeddings=ST, LLM integrated=true2024.08 | 37.4 | 16.58 | 22 | |
| EpiMine - No LLMLLM integrated=false2024.08 | 37.19 | 14.78 | 17.52 | |
| EvMine2024.08 | 28.15 | 8.02 | 12.25 | |
| K-meansEmbeddings=ST2024.08 | 27.85 | 28.47 | 28.14 | |
| EMiner2024.08 | 10.37 | 0.19 | 0.37 |