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ResearchFormerly WizWand

Image Classification on ImageNet (val) (Top-1 Acc & Latency)

84Top-1 AccuracyBaseline
69.564873.312477.0680.8076Dec 27, 2021
Updated 8mo ago

Evaluation results

MethodLinks
BaselineModel=LV-VIT-M, Hardware=Samsung Galaxy S20 (Snapdragon 865)2021.1284269
DynamicViTModel=LV-VIT-M, Hardware=Samsung Galaxy S20 (Snapdragon 865)2021.1283.61195
BaselineModel=LV-VIT-S, Hardware=Samsung Galaxy S20 (Snapdragon 865)2021.1283.3148
SPVITModel=LV-VIT-S, Hardware=Samsung Galaxy S20 (Snapdragon 865)2021.1283.189
DynamicViTModel=LV-VIT-S, Hardware=Samsung Galaxy S20 (Snapdragon 865)2021.1283114
BaselineModel=DeiT-S, Hardware=Samsung Galaxy S20 (Snapdragon 865)2021.1279.8113
SPVITModel=DeiT-S, Hardware=Samsung Galaxy S20 (Snapdragon 865), target_latency=60ms2021.1279.3460
DynamicViTModel=DeiT-S, Hardware=Samsung Galaxy S20 (Snapdragon 865)2021.1279.372
S2VITEModel=DeiT-S, Hardware=Samsung Galaxy S20 (Snapdragon 865)2021.1279.2278
IA-RED2Model=DeiT-S, Hardware=Samsung Galaxy S20 (Snapdragon 865)2021.1279.180
SPVIT-320Model=DeiT-S, Hardware=Samsung Galaxy S20 (Snapdragon 865)2021.1278.6547
SPVIT-320Model=DeiT-T, Hardware=Samsung Galaxy S20 (Snapdragon 865)2021.1277.0238
SPVITModel=DeiT-S, Hardware=Samsung Galaxy S20 (Snapdragon 865), target_latency=38ms2021.1277.0238
SPVIT-256Model=DeiT-T, Hardware=Samsung Galaxy S20 (Snapdragon 865)2021.1276.8736
SPVITModel=LV-VIT-M, Hardware=Samsung Galaxy S20 (Snapdragon 865)2021.1273.71152
BaselineModel=DeiT-T, Hardware=Samsung Galaxy S20 (Snapdragon 865)2021.1272.244
SPVITModel=DeiT-T, Hardware=Samsung Galaxy S20 (Snapdragon 865), target_latency=33ms2021.1272.233
SPVITModel=DeiT-T, Hardware=Samsung Galaxy S20 (Snapdragon 865), target_latency=26ms2021.1272.126
DynamicViTModel=DeiT-T, Hardware=Samsung Galaxy S20 (Snapdragon 865)2021.1271.8537
S2VITEModel=DeiT-T, Hardware=Samsung Galaxy S20 (Snapdragon 865)2021.1270.1235