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Models/Astroformer

Astroformer

Reported on 7 benchmarks across 3 tasks · 1 paper · 6 SOTA

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

Computer Vision5 results

Image ClassificationonCIFAR-100C
Percentage correct· 2023-04-03
93.36
SOTA
Astroformer: More Data Might not be all you need for Classification arXiv:2304.05350
Image ClassificationonTiny ImageNet Classification
Validation Acc· 2023-04-03
92.98
SOTA
Astroformer: More Data Might not be all you need for Classification arXiv:2304.05350
Image ClassificationonCIFAR-10
Top-1 Accuracy· uses extra data· 2023-04-03
99.12
SOTA
Astroformer: More Data Might not be all you need for Classification arXiv:2304.05350
Image ClassificationonGalaxy10 DECals
PARAMS (M)· 2023-04-03
272
SOTA
Astroformer: More Data Might not be all you need for Classification arXiv:2304.05350
Image ClassificationonCIFAR-10
Percentage correct· uses extra data· 2023-04-03
99.12
best: 99.5 (ViT-H/14)
Astroformer: More Data Might not be all you need for Classification arXiv:2304.05350

Methodology1 result

ClassificationonGalaxy10 DECals
Top-1 Accuracy (%)· 2023-04-03
94.87
SOTA
Astroformer: More Data Might not be all you need for Classification arXiv:2304.05350

Medical1 result

Medical Image ClassificationonGalaxy10 DECals
Top-1 Accuracy (%)· 2023-04-03
94.87
SOTA
Astroformer: More Data Might not be all you need for Classification arXiv:2304.05350