Text Clustering on SST-5
52.6AccuracyZeroDL
Evaluation Results
| Method | Links | |
|---|---|---|
| ZeroDLModel=gemma-2-27b-it, Prompt Order=C-T2024.06 | 52.6 | |
| GoldModel=gemma-2-27b-it, Prompt Order=T-C2024.06 | 51.8 | |
| ZeroDLModel=gemma-2-27b-it, Prompt Order=T-C2024.06 | 50.8 | |
| ZeroDLModel=Qwen-2.5-7b-it, Prompt Order=T-C2024.06 | 50.5 | |
| GoldModel=gemma-2-27b-it, Prompt Order=C-T2024.06 | 48.7 | |
| GoldModel=Qwen-2.5-7b-it, Prompt Order=T-C2024.06 | 46.3 | |
| ZeroDLModel=Qwen-2.5-7b-it, Prompt Order=C-T2024.06 | 45.5 | |
| IDASModel=Qwen-2.5-7b-it, Prompt Order=T-C2024.06 | 45.1 | |
| GoldModel=Qwen-2.5-7b-it, Prompt Order=C-T2024.06 | 45 | |
| GoldModel=mistral-7b-it, Prompt Order=T-C2024.06 | 43.3 | |
| IDASModel=Qwen-2.5-7b-it, Prompt Order=C-T2024.06 | 42.7 | |
| IDASModel=gemma-2-27b-it, Prompt Order=C-T, Token Limit=81922024.06 | 42.7 | |
| IDASModel=gemma-2-27b-it, Prompt Order=T-C, Token Limit=81922024.06 | 42.4 | |
| GoldModel=mistral-7b-it, Prompt Order=C-T2024.06 | 41.8 | |
| IDASModel=mistral-7b-it, Prompt Order=C-T2024.06 | 41.4 | |
| ZeroDLModel=mistral-7b-it, Prompt Order=C-T2024.06 | 40.5 | |
| IDASModel=mistral-7b-it, Prompt Order=T-C2024.06 | 39.6 | |
| ZeroDLModel=hcx-seed-0.5b-it, Prompt Order=T-C2024.06 | 36 | |
| ZeroDLModel=mistral-7b-it, Prompt Order=T-C2024.06 | 36 | |
| GoldModel=hcx-seed-0.5b-it, Prompt Order=C-T2024.06 | 35.2 | |
| GoldModel=hcx-seed-0.5b-it, Prompt Order=T-C2024.06 | 34.4 | |
| ZeroDLModel=hcx-seed-0.5b-it, Prompt Order=C-T2024.06 | 33.6 | |
| llm2vec+KMeansModel=mistral-7b-it2024.06 | 30.3 | |
| IDASModel=hcx-seed-0.5b-it, Prompt Order=T-C, Token Limit=81922024.06 | 28.9 | |
| IDASModel=hcx-seed-0.5b-it, Prompt Order=C-T, Token Limit=81922024.06 | 27.7 |