Classification on Ionosphere UCIrvine (5-fold cross-validation)
97.14Macro F1 ScoreDataforge
Evaluation Results
| Method | Links | |
|---|---|---|
| DataforgeLLM Backbone=Llama-3.2-3B, Evaluation Protocol=5-fold cross-validation2025.11 | 97.14 | |
| Pure LLMLLM Backbone=Llama 3.1, Evaluation Protocol=5-fold cross-validation2025.11 | 96.68 | |
| ELLM-FTEvaluation Protocol=5-fold cross-validation2025.11 | 96.01 | |
| RL-Policy-2 (MOAT)Evaluation Protocol=5-fold cross-validation2025.11 | 95.69 | |
| FeatLLMEvaluation Protocol=5-fold cross-validation2025.11 | 95.38 | |
| OriginalEvaluation Protocol=5-fold cross-validation2025.11 | 93.37 | |
| AutoFeatEvaluation Protocol=5-fold cross-validation2025.11 | 93.37 | |
| OpenFEEvaluation Protocol=5-fold cross-validation2025.11 | 93.37 | |
| RL-Policy-1 (GRFG)Evaluation Protocol=5-fold cross-validation2025.11 | 93.16 | |
| AFATEvaluation Protocol=5-fold cross-validation2025.11 | 92.87 | |
| PCAEvaluation Protocol=5-fold cross-validation2025.11 | 92.87 | |
| CAAFEEvaluation Protocol=5-fold cross-validation2025.11 | 92.84 | |
| ERGEvaluation Protocol=5-fold cross-validation2025.11 | 92.02 | |
| RDGEvaluation Protocol=5-fold cross-validation2025.11 | 91.17 | |
| NFSEvaluation Protocol=5-fold cross-validation2025.11 | 91.17 | |
| TTGEvaluation Protocol=5-fold cross-validation2025.11 | 90.31 | |
| LDAEvaluation Protocol=5-fold cross-validation2025.11 | 65.53 |