Short-text Clustering on Bank 77 (test)
85.15NMIClusterLLM†
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ClusterLLM†Backbone=Instructor-large, LLM=GPT3.52025.10 | 85.15 | 71.2 | |
| SPILLBackbone=Instructor-large, LLM=Gemma2025.10 | 85.01 | 71.05 | |
| IDAS†Backbone=MiniLM-L6-v2, LLM=Gemma2025.10 | 84.88 | 72.77 | |
| IDAS†Backbone=Instructor-large, LLM=Gemma2025.10 | 84.45 | 71.56 | |
| LUMIBackbone=Instructor-large, LLM=LLama2025.10 | 83.72 | 67.12 | |
| IDASBackbone=Instructor-large, LLM=Gemma2025.10 | 83.69 | 66.18 | |
| SPILLBackbone=Instructor-large, LLM=LLama2025.10 | 83.59 | 69.93 | |
| LUMIBackbone=Instructor-large, LLM=Gemma2025.10 | 83.54 | 65.72 | |
| IDASBackbone=MiniLM-L6-v2, LLM=Gemma2025.10 | 83.01 | 65.96 | |
| LUMIBackbone=MiniLM-L6-v2, LLM=LLama2025.10 | 82.78 | 67.33 | |
| LUMIBackbone=MiniLM-L6-v2, LLM=Gemma2025.10 | 82.59 | 64.54 | |
| Instructor-largeBackbone=Instructor-large2025.10 | 82.42 | 65.49 | |
| KeyphraseClust.Backbone=Instructor-large, LLM=GPT3.52025.10 | 82.4 | 65.3 | |
| SPILLBackbone=MiniLM-L6-v2, LLM=Gemma2025.10 | 81.92 | 66.22 | |
| IDAS†Backbone=Instructor-large, LLM=LLama2025.10 | 81.79 | 67.45 | |
| IDASBackbone=MiniLM-L6-v2, LLM=LLama2025.10 | 81.64 | 63.69 | |
| IntentGPTBackbone=MiniLM-L6-v2, LLM=GPT-42025.10 | 81.42 | 64.22 | |
| IDAS†Backbone=MiniLM-L6-v2, LLM=LLama2025.10 | 80.82 | 62.48 | |
| IDASBackbone=Instructor-large, LLM=LLama2025.10 | 79.94 | 60.49 | |
| MiniLM-L6-v2Backbone=MiniLM-L6-v22025.10 | 79.08 | 61.27 | |
| SPILLBackbone=MiniLM-L6-v2, LLM=LLama2025.10 | 78.95 | 63.56 | |
| IntentGPTBackbone=MiniLM-L6-v2, LLM=GPT3.52025.10 | 76.58 | 54.82 |