Classification on German Credit UCIrvine
85.32Macro F1Evolving Demonstration Optimization
Evaluation results
| Method | Links | |
|---|---|---|
| Evolving Demonstration OptimizationSamples=1,000, Features=24, Evaluation Protocol=5-fold cross-validation2026.02 | 85.32 | |
| CAFESource=UCIrvine, Samples=1001, Features=242026.02 | 79.3 | |
| ELLM-FTSource=UCIrvine, Samples=1001, Features=242026.02 | 77.5 | |
| GRFGSource=UCIrvine, Samples=1001, Features=242026.02 | 77.2 | |
| NFSSource=UCIrvine, Samples=1001, Features=242026.02 | 76.5 | |
| ELLM-FTSamples=1,000, Features=24, Evaluation Protocol=5-fold cross-validation2026.02 | 76.39 | |
| FeatLLMSamples=1,000, Features=24, Evaluation Protocol=5-fold cross-validation2026.02 | 76.35 | |
| AFTSource=UCIrvine, Samples=1001, Features=242026.02 | 75.1 | |
| AutoFeatSamples=1,000, Features=24, Evaluation Protocol=5-fold cross-validation2026.02 | 74.86 | |
| OpenFESamples=1,000, Features=24, Evaluation Protocol=5-fold cross-validation2026.02 | 74.5 | |
| ERGSamples=1,000, Features=24, Evaluation Protocol=5-fold cross-validation2026.02 | 74.43 | |
| OriginalSamples=1,000, Features=24, Evaluation Protocol=5-fold cross-validation2026.02 | 74.2 | |
| TTGSource=UCIrvine, Samples=1001, Features=242026.02 | 73.1 | |
| MOATSamples=1,000, Features=24, Evaluation Protocol=5-fold cross-validation2026.02 | 72.44 | |
| RDGSource=UCIrvine, Samples=1001, Features=242026.02 | 69.5 | |
| NFSSamples=1,000, Features=24, Evaluation Protocol=5-fold cross-validation2026.02 | 68.67 | |
| AFATSamples=1,000, Features=24, Evaluation Protocol=5-fold cross-validation2026.02 | 68.32 | |
| GRFGSamples=1,000, Features=24, Evaluation Protocol=5-fold cross-validation2026.02 | 68.29 | |
| RDGSamples=1,000, Features=24, Evaluation Protocol=5-fold cross-validation2026.02 | 68.01 | |
| PCASamples=1,000, Features=24, Evaluation Protocol=5-fold cross-validation2026.02 | 67.92 | |
| ERGSource=UCIrvine, Samples=1001, Features=242026.02 | 66.1 | |
| TTGSamples=1,000, Features=24, Evaluation Protocol=5-fold cross-validation2026.02 | 64.51 | |
| LDASamples=1,000, Features=24, Evaluation Protocol=5-fold cross-validation2026.02 | 63.91 | |
| LDASource=UCIrvine, Samples=1001, Features=242026.02 | 62.7 | |
| CAAFESamples=1,000, Features=24, Evaluation Protocol=5-fold cross-validation2026.02 | 59.92 |