Text Clustering on DBp B
98.7AccuracyGold
Evaluation Results
| Method | Links | |
|---|---|---|
| GoldModel=gemma-2-27b-it, Prompt Order=T-C2024.06 | 98.7 | |
| GoldModel=Qwen-2.5-7b-it, Prompt Order=T-C2024.06 | 98 | |
| GoldModel=gemma-2-27b-it, Prompt Order=C-T2024.06 | 97.1 | |
| GoldModel=Qwen-2.5-7b-it, Prompt Order=C-T2024.06 | 89 | |
| GoldModel=mistral-7b-it, Prompt Order=C-T2024.06 | 85.2 | |
| GoldModel=mistral-7b-it, Prompt Order=T-C2024.06 | 82.7 | |
| ZeroDLModel=Qwen-2.5-7b-it, Prompt Order=T-C2024.06 | 78.3 | |
| ZeroDLModel=Qwen-2.5-7b-it, Prompt Order=C-T2024.06 | 75.9 | |
| ZeroDLModel=mistral-7b-it, Prompt Order=T-C2024.06 | 72.2 | |
| IDASModel=Qwen-2.5-7b-it, Prompt Order=T-C2024.06 | 72.2 | |
| llm2vec+KMeansModel=mistral-7b-it2024.06 | 70.8 | |
| IDASModel=Qwen-2.5-7b-it, Prompt Order=C-T2024.06 | 68.4 | |
| ZeroDLModel=mistral-7b-it, Prompt Order=C-T2024.06 | 64.1 | |
| ZeroDLModel=gemma-2-27b-it, Prompt Order=T-C2024.06 | 57.6 | |
| GoldModel=hcx-seed-0.5b-it, Prompt Order=T-C2024.06 | 57.2 | |
| ZeroDLModel=gemma-2-27b-it, Prompt Order=C-T2024.06 | 53.5 | |
| IDASModel=gemma-2-27b-it, Prompt Order=T-C, Token Limit=81922024.06 | 49.8 | |
| ZeroDLModel=hcx-seed-0.5b-it, Prompt Order=T-C2024.06 | 44.5 | |
| IDASModel=gemma-2-27b-it, Prompt Order=C-T, Token Limit=81922024.06 | 44 | |
| IDASModel=mistral-7b-it, Prompt Order=T-C2024.06 | 27.6 | |
| IDASModel=hcx-seed-0.5b-it, Prompt Order=T-C, Token Limit=81922024.06 | 27.2 | |
| IDASModel=hcx-seed-0.5b-it, Prompt Order=C-T, Token Limit=81922024.06 | 26.8 | |
| GoldModel=hcx-seed-0.5b-it, Prompt Order=C-T2024.06 | 24.1 | |
| IDASModel=mistral-7b-it, Prompt Order=C-T2024.06 | 21.8 | |
| ZeroDLModel=hcx-seed-0.5b-it, Prompt Order=C-T2024.06 | 16.9 |