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ResearchFormerly WizWand

Image Classification on ImageNet (val) (Accuracy Drop)

0.32Accuracy DropGPTQ
-0.48644.956810.415.8432Aug 27, 2025
Updated 8mo ago

Evaluation results

MethodLinks
GPTQbit-width=4-bit, LayerNorm adjustment=after, Backbone=DeiT-B2025.080.32
Beaconbit-width=4-bit, Backbone=DeiT-B2025.080.34
GPTQbit-width=4-bit, LayerNorm adjustment=before, Backbone=DeiT-B2025.080.42
COMQbit-width=4-bit, Backbone=DeiT-B2025.080.59
Beaconbit-width=3-bit, Backbone=DeiT-B2025.081.05
COMQbit-width=3-bit, Backbone=DeiT-B2025.081.52
GPTQbit-width=3-bit, LayerNorm adjustment=after, Backbone=DeiT-B2025.081.56
GPTQbit-width=3-bit, LayerNorm adjustment=before, Backbone=DeiT-B2025.081.81
Beaconbit-width=2-bit, Backbone=DeiT-B2025.084.55
COMQbit-width=2-bit, Backbone=DeiT-B2025.084.85
GPTQbit-width=2-bit, LayerNorm adjustment=after, Backbone=DeiT-B2025.0815.15
GPTQbit-width=2-bit, LayerNorm adjustment=before, Backbone=DeiT-B2025.0820.48