Short-text Clustering on Mtop (test)
79.11NMILUMI
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LUMIBackbone=Instructor-large, LLM=Gemma2025.10 | 79.11 | 53.95 | |
| LUMIBackbone=MiniLM-L6-v2, LLM=Gemma2025.10 | 76.88 | 49.1 | |
| LUMIBackbone=Instructor-large, LLM=LLama2025.10 | 75.3 | 46.05 | |
| LUMIBackbone=MiniLM-L6-v2, LLM=LLama2025.10 | 73.86 | 46.49 | |
| ClusterLLM†Backbone=Instructor-large, LLM=GPT3.52025.10 | 73.83 | 35.04 | |
| IDASBackbone=Instructor-large, LLM=LLama2025.10 | 73.68 | 39.74 | |
| IDASBackbone=Instructor-large, LLM=Gemma2025.10 | 73.26 | 37.18 | |
| LLMEdgeRefine†Backbone=Instructor-large, LLM=GPT3.52025.10 | 72.92 | 46 | |
| SPILLBackbone=Instructor-large, LLM=Gemma2025.10 | 72.65 | 37.11 | |
| IDAS†Backbone=Instructor-large, LLM=Gemma2025.10 | 72.24 | 38.28 | |
| IDASBackbone=MiniLM-L6-v2, LLM=LLama2025.10 | 72.12 | 40.74 | |
| Instructor-largeBackbone=Instructor-large2025.10 | 71.76 | 33.45 | |
| IDAS†Backbone=Instructor-large, LLM=LLama2025.10 | 71.69 | 37.25 | |
| IDAS†Backbone=MiniLM-L6-v2, LLM=LLama2025.10 | 71.52 | 39.74 | |
| SPILLBackbone=Instructor-large, LLM=LLama2025.10 | 71.11 | 35.26 | |
| IDAS†Backbone=MiniLM-L6-v2, LLM=Gemma2025.10 | 70.88 | 36.46 | |
| SPILLBackbone=MiniLM-L6-v2, LLM=Gemma2025.10 | 70.48 | 37.95 | |
| IDASBackbone=MiniLM-L6-v2, LLM=Gemma2025.10 | 70.46 | 35.55 | |
| SPILLBackbone=MiniLM-L6-v2, LLM=LLama2025.10 | 67.73 | 35.88 | |
| MiniLM-L6-v2Backbone=MiniLM-L6-v22025.10 | 67.29 | 31.19 |