DLME (ResNet-18, linear)

Reported on 3 benchmarks across 1 task · 1 paper

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision3 results

Image ClassificationonTiny-ImageNet
Top 1 Accuracy· 2022-07-07
44.9
best: 67.67 (UPANets)
DLME: Deep Local-flatness Manifold Embedding arXiv:2207.03160
Image ClassificationonCIFAR-10
Percentage correct· 2022-07-07
91.3
best: 99.5 (ViT-H/14)
DLME: Deep Local-flatness Manifold Embedding arXiv:2207.03160
Image ClassificationonCIFAR-100
Percentage correct· 2022-07-07
66.1
best: 96.08 (EffNet-L2 (SAM))
DLME: Deep Local-flatness Manifold Embedding arXiv:2207.03160