OpenCodePapers

image-classification-on-oxford-iiit-pets

Image Classification
Dataset Link
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PaperCodeAccuracyPARAMSFLOPSModelNameReleaseDate
Self-Supervised Learning by Estimating Twin Class Distributions✓ Link94.5TWIST (ResNet-50)2021-10-14
Effect of Pre-Training Scale on Intra- and Inter-Domain Full and Few-Shot Transfer Learning for Natural and Medical X-Ray Chest Images✓ Link93.21ResNet-152x4-AGC (ImageNet-21K)2021-05-31
With a Little Help from My Friends: Nearest-Neighbor Contrastive Learning of Visual Representations✓ Link91.8NNCLR2021-04-29
Grouped Pointwise Convolutions Reduce Parameters in Convolutional Neural Networks✓ Link60.40.36M81.0MkMobileNet V3 Large 16ch2022-06-30
Grouped Pointwise Convolutions Significantly Reduces Parameters in EfficientNet✓ Link0.67MkEffNet-B02021-10-14