Text Classification on Reviews (full)
71.5AccuracyRLIE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| RLIEBackbone=Qwen3-235B2025.10 | 71.5 | 71.4 | |
| RLIEBackbone=DeepSeek-V3.22025.10 | 70.9 | 70.7 | |
| HypoGeniCBackbone=DeepSeek-V3.22025.10 | 69.1 | 69.3 | |
| RLIEBackbone=Qwen3-Next-80B2025.10 | 68.3 | 67.8 | |
| IO RefinementBackbone=DeepSeek-V3.22025.10 | 65.9 | 65.4 | |
| Zero-shot GenBackbone=DeepSeek-V3.22025.10 | 65.4 | 64.8 | |
| Few-shot (ICL)Backbone=DeepSeek-V3.22025.10 | 65.3 | 65.1 | |
| Zero-shotBackbone=DeepSeek-V3.22025.10 | 53.9 | 42.3 |