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ResearchFormerly WizWand

Classification on Ionosphere UCIrvine (5-fold cross-validation)

97.14Macro F1 ScoreDataforge
64.265672.800381.33589.8697Nov 9, 2025
Updated 8mo ago

Evaluation results

MethodLinks
DataforgeLLM Backbone=Llama-3.2-3B, Evaluation Protocol=5-fold cross-validation2025.1197.14
Pure LLMLLM Backbone=Llama 3.1, Evaluation Protocol=5-fold cross-validation2025.1196.68
ELLM-FTEvaluation Protocol=5-fold cross-validation2025.1196.01
RL-Policy-2 (MOAT)Evaluation Protocol=5-fold cross-validation2025.1195.69
FeatLLMEvaluation Protocol=5-fold cross-validation2025.1195.38
OriginalEvaluation Protocol=5-fold cross-validation2025.1193.37
AutoFeatEvaluation Protocol=5-fold cross-validation2025.1193.37
OpenFEEvaluation Protocol=5-fold cross-validation2025.1193.37
RL-Policy-1 (GRFG)Evaluation Protocol=5-fold cross-validation2025.1193.16
AFATEvaluation Protocol=5-fold cross-validation2025.1192.87
PCAEvaluation Protocol=5-fold cross-validation2025.1192.87
CAAFEEvaluation Protocol=5-fold cross-validation2025.1192.84
ERGEvaluation Protocol=5-fold cross-validation2025.1192.02
RDGEvaluation Protocol=5-fold cross-validation2025.1191.17
NFSEvaluation Protocol=5-fold cross-validation2025.1191.17
TTGEvaluation Protocol=5-fold cross-validation2025.1190.31
LDAEvaluation Protocol=5-fold cross-validation2025.1165.53