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ResearchFormerly WizWand

Brand Classification on Brand Dataset Images (test)

81.55AccuracyFEST
64.556468.968273.3877.7918Jun 7, 2026
Updated 5mo ago

Evaluation results

MethodLinks
FESTClassifier=RF, Backbone=GPT-4o-mini2026.0681.55
FESTClassifier=XGB, Backbone=GPT-4o-mini2026.0681.29
FESTClassifier=LR, Backbone=GPT-4o-mini2026.0678.92
Few-Shot LLMClassifier=RF, Backbone=GPT-4o-mini2026.0678.71
FESTClassifier=DT, Backbone=GPT-4o-mini2026.0678.32
Few-Shot LLMClassifier=XGB, Backbone=GPT-4o-mini2026.0676.86
FESTClassifier=MLP, Backbone=GPT-4o-mini2026.0676.56
Zero-Shot LLMClassifier=RF, Backbone=GPT-4o-mini2026.0674.46
Few-Shot LLMClassifier=MLP, Backbone=GPT-4o-mini2026.0673.49
Few-Shot LLMClassifier=LR, Backbone=GPT-4o-mini2026.0673.05
Zero-Shot LLMClassifier=XGB, Backbone=GPT-4o-mini2026.0673.02
FelixClassifier=XGB, Backbone=GPT-4o-mini2026.0671.67
Few-Shot LLMClassifier=DT, Backbone=GPT-4o-mini2026.0671.29
FelixClassifier=RF, Backbone=GPT-4o-mini2026.0670.58
Zero-Shot LLMClassifier=MLP, Backbone=GPT-4o-mini2026.0670.28
Zero-Shot LLMClassifier=LR, Backbone=GPT-4o-mini2026.0669.82
FelixClassifier=LR, Backbone=GPT-4o-mini2026.0669.72
FelixClassifier=MLP, Backbone=GPT-4o-mini2026.0668.82
FelixClassifier=DT, Backbone=GPT-4o-mini2026.0667.82
Zero-Shot LLMClassifier=DT, Backbone=GPT-4o-mini2026.0665.21