Clustering on MTOP-I
64AccuracyLLM-MemCluster
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| LLM-MemClusterIn-context learning=true, Model=GPT-4.1 mini2025.11 | 64 | 77.5 | 68.9 | |
| SpectralEmbeddings=instructor-large2025.11 | 39.2 | 68.8 | 27.8 | |
| ClusterLLMEmbeddings=instructor-large, Guidance Model=GPT-4.1 mini2025.11 | 36 | 73.4 | 30 | |
| BERTopicEmbeddings=instructor-large2025.11 | 35.8 | 64.1 | 15.9 | |
| K-Means-InstEmbeddings=instructor-large2025.11 | 34.5 | 70.9 | 26.9 | |
| K-Means-TF-IDFEmbeddings=TF-IDF2025.11 | 31.7 | 55.3 | 16 | |
| DBSCANEmbeddings=instructor-large2025.11 | 21.5 | 26.6 | 2.2 |