Text Clustering on DBpedia B (test)
99.7AccuracyGold
Evaluation Results
| Method | Links | |
|---|---|---|
| GoldModel=Qwen-2.5-72b-it, Prompt Order=T-C2024.06 | 99.7 | |
| GoldModel=Qwen-2.5-72b-it, Prompt Order=C-T2024.06 | 97.9 | |
| KMeansModel=SBERT2024.06 | 93.9 | |
| GoldModel=llama-3.1-8b-it, Prompt Order=C-T2024.06 | 80.8 | |
| GoldModel=llama-3.1-8b-it, Prompt Order=T-C2024.06 | 75.1 | |
| ZeroDLModel=llama-3.1-8b-it, Prompt Order=T-C2024.06 | 68.1 | |
| IDASModel=llama-3.1-8b-it, Prompt Order=T-C2024.06 | 66.4 | |
| ZeroDLModel=Qwen-2.5-72b-it, Prompt Order=T-C2024.06 | 65.4 | |
| ZeroDLModel=Qwen-2.5-72b-it, Prompt Order=C-T2024.06 | 64.4 | |
| IDASModel=llama-3.1-8b-it, Prompt Order=C-T2024.06 | 64.1 | |
| KMeansModel=TF-IDF2024.06 | 62.8 | |
| IDASModel=Qwen-2.5-72b-it, Prompt Order=T-C2024.06 | 58.9 | |
| ZeroDLModel=llama-3.1-8b-it, Prompt Order=C-T2024.06 | 58.5 | |
| IDASModel=Qwen-2.5-72b-it, Prompt Order=C-T2024.06 | 57.2 |