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ResearchFormerly WizWand

Object Recognition on ImageNet-C (Avg. Acc)

40.4Average AccuracyEmbodiTTA
-1.5129.36920.2531.131May 2, 2025
Updated 6mo ago

Evaluation results

MethodLinks
EmbodiTTABatch Size=64, Memory (MB)=5653, Backbone=ResNet-50, Device=Jetson Orin Nano2025.0540.4
EATA-CBatch Size=64, Memory (MB)=6228, Backbone=ResNet-50, Device=Jetson Orin Nano2025.0538.6
ROIDBatch Size=64, Memory (MB)=9840, Backbone=ResNet-50, Device=Jetson Orin Nano2025.0537.8
EmbodiTTABatch Size=16, Memory (MB)=1632, Backbone=ResNet-50, Device=Jetson Orin Nano2025.0537.4
SARBatch Size=64, Memory (MB)=5780, Backbone=ResNet-50, Device=Jetson Orin Nano2025.0537.3
SURGEONBatch Size=64, Memory (MB)=5882, Backbone=ResNet-50, Device=Jetson Orin Nano2025.0536.3
SARBatch Size=16, Memory (MB)=1723, Backbone=ResNet-50, Device=Jetson Orin Nano2025.0535.2
SARBatch Size=1, Memory (MB)=429, Backbone=ResNet-50, Device=Jetson Orin Nano2025.0535.1
L-TTABatch Size=64, Memory (MB)=3580, Backbone=ResNet-50, Device=Jetson Orin Nano2025.0534.5
EmbodiTTABatch Size=1, Memory (MB)=414, Backbone=ResNet-50, Device=Jetson Orin Nano2025.0533.8
MECTABatch Size=64, Memory (MB)=3836, Backbone=ResNet-50, Device=Jetson Orin Nano2025.0533.7
MECTABatch Size=16, Memory (MB)=1231, Backbone=ResNet-50, Device=Jetson Orin Nano2025.0533.2
ROIDBatch Size=16, Memory (MB)=2850, Backbone=ResNet-50, Device=Jetson Orin Nano2025.0532.5
EATA-CBatch Size=16, Memory (MB)=1728, Backbone=ResNet-50, Device=Jetson Orin Nano2025.0531.9
SourceBatch Size=1, Memory (MB)=242, Backbone=ResNet-50, Device=Jetson Orin Nano2025.0526.9
SourceBatch Size=16, Memory (MB)=358, Backbone=ResNet-50, Device=Jetson Orin Nano2025.0526.9
SourceBatch Size=64, Memory (MB)=809, Backbone=ResNet-50, Device=Jetson Orin Nano2025.0526.9
L-TTABatch Size=16, Memory (MB)=1250, Backbone=ResNet-50, Device=Jetson Orin Nano2025.0526.6
MECTABatch Size=1, Memory (MB)=378, Backbone=ResNet-50, Device=Jetson Orin Nano2025.0512
SURGEONBatch Size=16, Memory (MB)=1750, Backbone=ResNet-50, Device=Jetson Orin Nano2025.059.97
EATA-CBatch Size=1, Memory (MB)=506, Backbone=ResNet-50, Device=Jetson Orin Nano2025.051
ROIDBatch Size=1, Memory (MB)=698, Backbone=ResNet-50, Device=Jetson Orin Nano2025.050.4
SURGEONBatch Size=1, Memory (MB)=454, Backbone=ResNet-50, Device=Jetson Orin Nano2025.050.4
L-TTABatch Size=1, Memory (MB)=449, Backbone=ResNet-50, Device=Jetson Orin Nano2025.050.1