Clustering on FewRel
43.8Accuracy (ACC)ClusterLLM
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ClusterLLMEmbeddings=instructor-large, Guidance Model=GPT-4.1 mini2025.11 | 43.8 | 59.6 | 30.4 | |
| LLM-MemClusterIn-context learning=true, Model=GPT-4.1 mini2025.11 | 43.2 | 63.6 | 32.7 | |
| SpectralEmbeddings=instructor-large2025.11 | 35.4 | 51.5 | 15.7 | |
| K-Means-InstEmbeddings=instructor-large2025.11 | 34.8 | 53.1 | 22.5 | |
| BERTopicEmbeddings=instructor-large2025.11 | 31.1 | 50.7 | 9.7 | |
| K-Means-TF-IDFEmbeddings=TF-IDF2025.11 | 23.1 | 36.1 | 4.2 | |
| DBSCANEmbeddings=instructor-large2025.11 | 10.5 | 19.5 | 0.4 |