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ResearchFormerly WizWand

Image Classification on ImageNet1000

40.18Accuracy (25% FLOPs)EEFP Confidence Correction
33.440835.190436.9438.6896Aug 29, 2025
Updated 5mo ago

Evaluation results

MethodLinks
EEFP Confidence CorrectionBackbone=ViT Small, Calibration status=Proposed Correction2025.0840.1872.4580.410.150.84
EEFP Confidence CorrectionBackbone=ViT Small2025.0840.1872.4580.410.150.84
BaselineBackbone=ViT Small, Calibration status=None2025.0839.6771.0380.190.160.81
Baseline EEBackbone=ViT Small2025.0839.6771.0380.190.160.81
CalibratedBackbone=ViT Small, Calibration status=Standard Calibration2025.0839.472.0480.340.020.82
CalibratedBackbone=ViT Small2025.0839.472.0480.340.020.82
EEFP Confidence CorrectionBackbone=EfficientNet B2, Calibration status=Proposed Correction2025.0834.563.4677.570.150.76
EEFP Confidence CorrectionBackbone=EfficientNet B22025.0834.563.4677.570.150.76
BaselineBackbone=EfficientNet B2, Calibration status=None2025.0833.9962.1676.880.180.74
Baseline EEBackbone=EfficientNet B22025.0833.9962.1676.880.180.74
CalibratedBackbone=EfficientNet B2, Calibration status=Standard Calibration2025.0833.762.9977.490.020.76
CalibratedBackbone=EfficientNet B22025.0833.762.9977.490.020.76