Classification on SVMGuide3 LibSVM (5-fold cross-val)
84.64Macro F1Dataforge
Evaluation Results
| Method | Links | |
|---|---|---|
| DataforgeLLM Backbone=Llama-3.2-3B, Evaluation Protocol=5-fold cross-validation2025.11 | 84.64 | |
| OpenFEEvaluation Protocol=5-fold cross-validation2025.11 | 83.05 | |
| ELLM-FTEvaluation Protocol=5-fold cross-validation2025.11 | 82.7 | |
| ERGEvaluation Protocol=5-fold cross-validation2025.11 | 82.62 | |
| AutoFeatEvaluation Protocol=5-fold cross-validation2025.11 | 82.54 | |
| OriginalEvaluation Protocol=5-fold cross-validation2025.11 | 81.85 | |
| CAAFEEvaluation Protocol=5-fold cross-validation2025.11 | 81.74 | |
| FeatLLMEvaluation Protocol=5-fold cross-validation2025.11 | 81.17 | |
| Pure LLMLLM Backbone=Llama 3.1, Evaluation Protocol=5-fold cross-validation2025.11 | 81.17 | |
| RL-Policy-2 (MOAT)Evaluation Protocol=5-fold cross-validation2025.11 | 81.17 | |
| TTGEvaluation Protocol=5-fold cross-validation2025.11 | 79.81 | |
| RL-Policy-1 (GRFG)Evaluation Protocol=5-fold cross-validation2025.11 | 79.81 | |
| AFATEvaluation Protocol=5-fold cross-validation2025.11 | 79.49 | |
| NFSEvaluation Protocol=5-fold cross-validation2025.11 | 79.16 | |
| RDGEvaluation Protocol=5-fold cross-validation2025.11 | 78.68 | |
| PCAEvaluation Protocol=5-fold cross-validation2025.11 | 67.6 | |
| LDAEvaluation Protocol=5-fold cross-validation2025.11 | 65.24 |