Sign-symmetry

Reported on 5 benchmarks across 2 tasks · 1 paper · 1 SOTA

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

Computer Vision4 results

Image ClassificationonCIFAR-10
Percentage correct· uses extra data· 2015-10-17
80.98
best: 99.5 (ViT-H/14)
How Important is Weight Symmetry in Backpropagation?arXiv:1510.05067
Image ClassificationonCIFAR-100
Percentage correct· 2015-10-17
48.75
best: 96.08 (EffNet-L2 (SAM))
How Important is Weight Symmetry in Backpropagation?arXiv:1510.05067
Image ClassificationonSTL-10
Percentage correct· 2015-10-17
57.32
best: 99.64 (µ2Net+ (ViT-L/16))
How Important is Weight Symmetry in Backpropagation?arXiv:1510.05067
Image ClassificationonSVHN
Percentage error· 2015-10-17
10.16
best: 1 (E2E-M3)
How Important is Weight Symmetry in Backpropagation?arXiv:1510.05067

Methodology1 result

Optical Character Recognition (OCR)onMNIST
PERCENTAGE ERROR· 2015-10-17
0.91
SOTA
How Important is Weight Symmetry in Backpropagation?arXiv:1510.05067