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ResearchFormerly WizWand

Classification on Amazon Employee Kaggle (5-fold cross-validation)

94.41Macro F1Dataforge
67.245274.297681.3588.4024Nov 9, 2025
Updated 8mo ago

Evaluation results

MethodLinks
DataforgeLLM Backbone=Llama-3.2-3B, Evaluation Protocol=5-fold cross-validation2025.1194.41
FeatLLMEvaluation Protocol=5-fold cross-validation2025.1193.62
OpenFEEvaluation Protocol=5-fold cross-validation2025.1193.44
OriginalEvaluation Protocol=5-fold cross-validation2025.1193.37
AutoFeatEvaluation Protocol=5-fold cross-validation2025.1193.29
NFSEvaluation Protocol=5-fold cross-validation2025.1193.21
ELLM-FTEvaluation Protocol=5-fold cross-validation2025.1193.17
AFATEvaluation Protocol=5-fold cross-validation2025.1192.97
TTGEvaluation Protocol=5-fold cross-validation2025.1192.79
ERGEvaluation Protocol=5-fold cross-validation2025.1192.43
RDGEvaluation Protocol=5-fold cross-validation2025.1192.31
PCAEvaluation Protocol=5-fold cross-validation2025.1192.29
LDAEvaluation Protocol=5-fold cross-validation2025.1191.64
CAAFEEvaluation Protocol=5-fold cross-validation2025.1191.41
Pure LLMLLM Backbone=Llama 3.1, Evaluation Protocol=5-fold cross-validation2025.1175.43
RL-Policy-2 (MOAT)Evaluation Protocol=5-fold cross-validation2025.1172.44
RL-Policy-1 (GRFG)Evaluation Protocol=5-fold cross-validation2025.1168.29