OpenCodePapers

image-classification-on-food-101-1

Image Classification
Dataset Link
Results over time
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Leaderboard
PaperCodeAccuracy (%)ModelNameReleaseDate
Bamboo: Building Mega-Scale Vision Dataset Continually with Human-Machine Synergy✓ Link92.9Bamboo (ViTB/16)2022-03-15
SST: Self-training with Self-adaptive Thresholding for Semi-supervised Learning91.5Semi-SST (ViT-Base, 10% Labels)2025-05-31
SST: Self-training with Self-adaptive Thresholding for Semi-supervised Learning91.1Super-SST (ViT-Base, 10% Labels)2025-05-31
Vision Models Are More Robust And Fair When Pretrained On Uncurated Images Without Supervision✓ Link90.3SEER (RegNet10B - linear eval)2022-02-16
Self-Supervised Learning by Estimating Twin Class Distributions✓ Link89.3TWIST (ResNet-50)2021-10-14
SST: Self-training with Self-adaptive Thresholding for Semi-supervised Learning86.5Semi-SST (ViT-Base, 1% Labels)2025-05-31
TransBoost: Improving the Best ImageNet Performance using Deep Transduction✓ Link84.30TransBoost-ResNet502022-05-26
SST: Self-training with Self-adaptive Thresholding for Semi-supervised Learning83.4Super-SST (ViT-Base, 1% Labels)2025-05-31
Linear Attention with Global Context: A Multipole Attention Mechanism for Vision and Physics✓ Link82.48MANO-tiny2025-07-03
With a Little Help from My Friends: Nearest-Neighbor Contrastive Learning of Visual Representations✓ Link76.7NNCLR2021-04-29
Image and Text fusion for UPMC Food-101 \\using BERT and CNNs✓ Link71.67Inception V32020-12-17