Short-text Clustering on Massive (test)
78.88NMILUMI
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LUMIBackbone=Instructor-large, LLM=Gemma2025.10 | 78.88 | 65.32 | |
| IDAS†Backbone=Instructor-large, LLM=Gemma2025.10 | 78.04 | 61.89 | |
| LUMIBackbone=MiniLM-L6-v2, LLM=Gemma2025.10 | 77.66 | 64.18 | |
| ClusterLLM†Backbone=Instructor-large, LLM=GPT3.52025.10 | 77.64 | 60.69 | |
| SPILLBackbone=Instructor-large, LLM=Gemma2025.10 | 77.62 | 62.42 | |
| IDASBackbone=Instructor-large, LLM=Gemma2025.10 | 77.39 | 61.69 | |
| LUMIBackbone=Instructor-large, LLM=LLama2025.10 | 77.33 | 63.91 | |
| IDAS†Backbone=Instructor-large, LLM=LLama2025.10 | 76.88 | 64.38 | |
| LLMEdgeRefine†Backbone=Instructor-large, LLM=GPT3.52025.10 | 76.66 | 63.42 | |
| IDAS†Backbone=MiniLM-L6-v2, LLM=Gemma2025.10 | 75.93 | 57.75 | |
| IDASBackbone=Instructor-large, LLM=LLama2025.10 | 75.76 | 59.34 | |
| IDASBackbone=MiniLM-L6-v2, LLM=Gemma2025.10 | 75.67 | 59.52 | |
| SPILLBackbone=Instructor-large, LLM=LLama2025.10 | 75.56 | 60.06 | |
| LUMIBackbone=MiniLM-L6-v2, LLM=LLama2025.10 | 74.94 | 61.77 | |
| Instructor-largeBackbone=Instructor-large2025.10 | 74.61 | 55.86 | |
| IDAS†Backbone=MiniLM-L6-v2, LLM=LLama2025.10 | 74.06 | 59.77 | |
| IDASBackbone=MiniLM-L6-v2, LLM=LLama2025.10 | 73.13 | 55.58 | |
| SPILLBackbone=MiniLM-L6-v2, LLM=Gemma2025.10 | 72.59 | 58.05 | |
| MiniLM-L6-v2Backbone=MiniLM-L6-v22025.10 | 70.24 | 52.8 | |
| SPILLBackbone=MiniLM-L6-v2, LLM=LLama2025.10 | 69.93 | 54.84 |