Text Classification on LLM Detect (full)
90.7AccuracyRLIE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| RLIEBackbone=DeepSeek-V3.22025.10 | 90.7 | 90.7 | |
| RLIEBackbone=Qwen3-235B2025.10 | 88.3 | 88.3 | |
| RLIEBackbone=Qwen3-Next-80B2025.10 | 87.6 | 87.6 | |
| HypoGeniCBackbone=DeepSeek-V3.22025.10 | 85.2 | 85.1 | |
| IO RefinementBackbone=DeepSeek-V3.22025.10 | 83.6 | 83.4 | |
| Zero-shotBackbone=DeepSeek-V3.22025.10 | 82.4 | 82 | |
| Few-shot (ICL)Backbone=DeepSeek-V3.22025.10 | 80.4 | 79.6 | |
| Zero-shot GenBackbone=DeepSeek-V3.22025.10 | 63.1 | 57.6 |