Short Text Clustering on AG News (test)
86.53AccuracyIterative Classification
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Iterative ClassificationClassifier=Logistic Regression, Clustering Stage=Iterative2021.01 | 86.53 | 65.99 | |
| Iterative ClassificationClassifier=RoBERTa, Clustering Stage=Iterative2021.01 | 84.64 | 62.69 | |
| ECICDescription=Ensemble Clustering with Transformers2021.01 | 84.52 | 59.07 | |
| GoldModel=Qwen-2.5-72b-it, Prompt Order=T-C2024.06 | 83.9 | — | |
| k-meansClustering Stage=Initial2021.01 | 83.87 | 61.88 | |
| KMeansModel=SBERT2024.06 | 82.7 | — | |
| GoldModel=Qwen-2.5-72b-it, Prompt Order=C-T2024.06 | 81.3 | — | |
| GoldModel=llama-3.1-8b-it, Prompt Order=T-C2024.06 | 78.9 | — | |
| ZeroDLModel=llama-3.1-8b-it, Prompt Order=T-C2024.06 | 77.6 | — | |
| ZeroDLModel=Qwen-2.5-72b-it, Prompt Order=T-C2024.06 | 76.6 | — | |
| IDASModel=Qwen-2.5-72b-it, Prompt Order=T-C2024.06 | 76.4 | — | |
| ZeroDLModel=Qwen-2.5-72b-it, Prompt Order=C-T2024.06 | 71.3 | — | |
| IDASModel=Qwen-2.5-72b-it, Prompt Order=C-T2024.06 | 68.1 | — | |
| IDASModel=llama-3.1-8b-it, Prompt Order=T-C2024.06 | 67.7 | — | |
| GoldModel=llama-3.1-8b-it, Prompt Order=C-T2024.06 | 64.1 | — | |
| IDASModel=llama-3.1-8b-it, Prompt Order=C-T2024.06 | 55.4 | — | |
| ZeroDLModel=llama-3.1-8b-it, Prompt Order=C-T2024.06 | 54.5 | — | |
| KMeansModel=TF-IDF2024.06 | 43.8 | — |