Text Classification on Macro-Average
82.14Mean AccuracyPRL
Evaluation results
| Method | Links | |
|---|---|---|
| PRLBackbone=Qwen2.5-7B-Instruct, Prompt Selection=True2025.05 | 82.14 | |
| GABackbone=Qwen2.5-7B-Instruct2025.05 | 81.14 | |
| DEBackbone=Qwen2.5-7B-Instruct2025.05 | 80.52 | |
| APEBackbone=Qwen2.5-7B-Instruct2025.05 | 79.56 | |
| GRACEBackbone=Qwen2.5-7B-Instruct2025.05 | 79.55 | |
| PRLBackbone=Qwen2.5-7B-Instruct, Prompt Selection=False2025.05 | 79.5 | |
| APOBackbone=Qwen2.5-7B-Instruct2025.05 | 79.42 | |
| PromptAgentBackbone=Qwen2.5-7B-Instruct2025.05 | 79.3 | |
| PromptWizardBackbone=Qwen2.5-7B-Instruct2025.05 | 78.8 | |
| NIBackbone=Qwen2.5-7B-Instruct2025.05 | 78.31 | |
| MIBackbone=Qwen2.5-7B-Instruct2025.05 | 75.59 |