Text Clustering on DBp F
96.8AccuracyGold
Evaluation Results
| Method | Links | |
|---|---|---|
| GoldModel=Qwen-2.5-72b-it, Prompt Order=T-C2024.06 | 96.8 | |
| llm2vec+KMeansModel=mistral-7b-it2024.06 | 96.1 | |
| KMeansModel=SBERT2024.06 | 95.4 | |
| GoldModel=Qwen-2.5-7b-it, Prompt Order=T-C2024.06 | 94.2 | |
| GoldModel=Qwen-2.5-72b-it, Prompt Order=C-T2024.06 | 94.2 | |
| GoldModel=gemma-2-27b-it, Prompt Order=T-C2024.06 | 92.6 | |
| GoldModel=gemma-2-27b-it, Prompt Order=C-T2024.06 | 89.8 | |
| GoldModel=Qwen-2.5-7b-it, Prompt Order=C-T2024.06 | 84.5 | |
| GoldModel=mistral-7b-it, Prompt Order=T-C2024.06 | 84.1 | |
| GoldModel=llama-3.1-8b-it, Prompt Order=T-C2024.06 | 80.8 | |
| GoldModel=llama-3.1-8b-it, Prompt Order=C-T2024.06 | 74.4 | |
| GoldModel=mistral-7b-it, Prompt Order=C-T2024.06 | 74.2 | |
| ZeroDLModel=Qwen-2.5-7b-it, Prompt Order=T-C2024.06 | 66.7 | |
| ZeroDLModel=Qwen-2.5-72b-it, Prompt Order=T-C2024.06 | 65.2 | |
| IDASModel=Qwen-2.5-72b-it, Prompt Order=T-C2024.06 | 63.2 | |
| ZeroDLModel=Qwen-2.5-7b-it, Prompt Order=C-T2024.06 | 62.3 | |
| IDASModel=Qwen-2.5-72b-it, Prompt Order=C-T2024.06 | 62.3 | |
| GoldModel=hcx-seed-0.5b-it, Prompt Order=T-C2024.06 | 61.1 | |
| ZeroDLModel=Qwen-2.5-72b-it, Prompt Order=C-T2024.06 | 60.8 | |
| IDASModel=gemma-2-27b-it, Prompt Order=T-C, Token Limit=81922024.06 | 60.5 | |
| ZeroDLModel=gemma-2-27b-it, Prompt Order=C-T2024.06 | 59.8 | |
| ZeroDLModel=mistral-7b-it, Prompt Order=C-T2024.06 | 58.9 | |
| ZeroDLModel=gemma-2-27b-it, Prompt Order=T-C2024.06 | 57.3 | |
| IDASModel=gemma-2-27b-it, Prompt Order=C-T, Token Limit=81922024.06 | 56.9 | |
| ZeroDLModel=mistral-7b-it, Prompt Order=T-C2024.06 | 56.7 | |
| IDASModel=Qwen-2.5-7b-it, Prompt Order=T-C2024.06 | 56 | |
| KMeansModel=TF-IDF2024.06 | 55.9 | |
| IDASModel=Qwen-2.5-7b-it, Prompt Order=C-T2024.06 | 47.4 | |
| ZeroDLModel=llama-3.1-8b-it, Prompt Order=T-C2024.06 | 46.1 | |
| IDASModel=llama-3.1-8b-it, Prompt Order=C-T2024.06 | 40.8 | |
| ZeroDLModel=llama-3.1-8b-it, Prompt Order=C-T2024.06 | 37.7 | |
| IDASModel=llama-3.1-8b-it, Prompt Order=T-C2024.06 | 37.6 | |
| IDASModel=mistral-7b-it, Prompt Order=T-C2024.06 | 35.8 | |
| ZeroDLModel=hcx-seed-0.5b-it, Prompt Order=T-C2024.06 | 32.3 | |
| IDASModel=mistral-7b-it, Prompt Order=C-T2024.06 | 32.1 | |
| GoldModel=hcx-seed-0.5b-it, Prompt Order=C-T2024.06 | 31.2 | |
| ZeroDLModel=hcx-seed-0.5b-it, Prompt Order=C-T2024.06 | 24.1 | |
| IDASModel=hcx-seed-0.5b-it, Prompt Order=T-C, Token Limit=81922024.06 | 23.7 | |
| IDASModel=hcx-seed-0.5b-it, Prompt Order=C-T, Token Limit=81922024.06 | 17 |