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ResearchFormerly WizWand

Image Classification on Cats and Dogs full-data

81.23Accuracy (%)ESPFormer (Hard)
78.380479.120279.8680.5998May 13, 2026
Updated 5mo ago

Evaluation results

MethodLinks
ESPFormer (Hard)Train peak (GB)=170.452026.0581.23
Sinkhorn teacherS=10, Train peak (GB)=6.902026.0581.09
ESPFormer (Soft, sharp)Train peak (GB)=170.452026.0580.61
ASAP-LSL=64, Train peak (GB)=6.90, Compile (s)=25.02 ± 0.172026.0580.44
ASAP-LS-0L=32, Train peak (GB)=6.90, Compile (s)=24.38 ± 0.162026.0580.15
ASAP-KL-0L=32, Train peak (GB)=6.90, Compile (s)=101.19 ± 0.762026.0579.77
ESPFormer (Soft, init)Train peak (GB)=170.452026.0579.47
SinkformerS=3, Train peak (GB)=3.542026.0579.12
DiffTransformerTrain peak (GB)=4.222026.0578.85
TransformerTrain peak (GB)=1.642026.0578.49