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ResearchFormerly WizWand

Image Classification on Tiny ImageNet (Accuracy)

66.81AccuracyXSAM
15.735628.995342.25555.5147Dec 15, 2025Dec 31, 2025Jan 16, 2026Feb 2, 2026Feb 18, 2026Mar 6, 2026Mar 23, 2026
Updated 7mo ago

Evaluation results

MethodLinks
XSAMBackbone=DenseNet-121, Setting=Single-step2026.0366.81
SAMBackbone=DenseNet-121, Setting=Single-step2026.0366.31
XSAMBackbone=ResNet-18, Setting=Single-step2026.0363.82
SAMBackbone=ResNet-18, Setting=Single-step2026.0362.81
SGDBackbone=DenseNet-121, Setting=Single-step2026.0361.93
DWA + DiReIPC=1002025.1258.5
SRe2L + DiReIPC=1002025.1257.4
SGDBackbone=ResNet-18, Setting=Single-step2026.0357.02
DELT + DiReIPC=502025.1256.8
CDA + DiReIPC=1002025.1256.5
DWAIPC=1002025.1256
DELTIPC=502025.1255.7
SRe2L + DiReIPC=502025.1255.3
DWA + DiReIPC=502025.1255.2
CDA + DiReIPC=502025.1254.5
G-VBSM + DiReIPC=1002025.1254.2
CDAIPC=1002025.1253.2
DWAIPC=502025.1252.8
XSAMBackbone=VGG-11, Setting=Single-step2026.0352.58
SAMBackbone=VGG-11, Setting=Single-step2026.0351.96
G-VBSMIPC=1002025.1251
G-VBSM + DiReIPC=502025.1250.1
SRe2LIPC=1002025.1249.7
CDAIPC=502025.1248.7
G-VBSMIPC=502025.1247.6
SGDBackbone=VGG-11, Setting=Single-step2026.0347.44
DELT + DiReIPC=102025.1245.7
DELTIPC=102025.1243
SRe2LIPC=502025.1241.1
RoPEPositional Encoding=RoPE2026.0338.28
DWA + DiReIPC=102025.1237.6
No PEPositional Encoding=None2026.0336.44
Learnable PEPositional Encoding=Learnable2026.0334.85
CDA + DiReIPC=102025.1234.8
SRe2L + DiReIPC=102025.1234.7
ResNet-18Backbone=ResNet-182026.0333.21
DWAIPC=102025.1232.1
CDAIPC=102025.1221.3
SRe2LIPC=102025.1217.7