Clustering on Massive I
60.5AccuracySpectral
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SpectralEmbeddings=instructor-large2025.11 | 60.5 | 72.9 | 38.7 | |
| K-Means-InstEmbeddings=instructor-large2025.11 | 55.7 | 72.6 | 41.6 | |
| ClusterLLMEmbeddings=instructor-large, Guidance Model=GPT-4.1 mini2025.11 | 55.5 | 74.6 | 43.2 | |
| LLM-MemClusterIn-context learning=true, Model=GPT-4.1 mini2025.11 | 54.8 | 73.5 | 47.9 | |
| BERTopicEmbeddings=instructor-large2025.11 | 52.5 | 70 | 32.5 | |
| K-Means-TF-IDFEmbeddings=TF-IDF2025.11 | 31.1 | 49.8 | 8.4 | |
| DBSCANEmbeddings=instructor-large2025.11 | 20.4 | 28.9 | 1 |