OpenCodePapers

fine-grained-image-classification-on-cub-200

Fine-Grained Image Classification
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Results over time
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PaperCodeAccuracyModelNameReleaseDate
TransFG: A Transformer Architecture for Fine-grained Recognition✓ Link91.7%TransFG2021-03-14
Feature Fusion Vision Transformer for Fine-Grained Visual Categorization✓ Link91.6%FFVT2021-07-06
Interweaving Insights: High-Order Feature Interaction for Fine-Grained Visual Recognition✓ Link91.6%I2-HOFI2024-10-20
Transformer with Peak Suppression and Knowledge Guidance for Fine-grained Image Recognition91.3%TPSKG2021-07-14
Re-rank Coarse Classification with Local Region Enhanced Features for Fine-Grained Image Recognition91.1%CCFR2021-02-19
PCNN: Probable-Class Nearest-Neighbor Explanations Improve Fine-Grained Image Classification Accuracy for AIs and Humans✓ Link88.59%ResNet-502023-08-25
Contrastively-reinforced Attention Convolutional Neural Network for Fine-grained Image Recognition✓ Link88.3%CRA-CNN2020-09-08
Fine-grained Classification via Categorical Memory Networks88.2%CMN2020-12-12
Attention Convolutional Binary Neural Tree for Fine-Grained Visual Categorization✓ Link88.1%ACNet2019-09-25
Cross-X Learning for Fine-Grained Visual Categorization87.7%Cross-X2019-09-10
Bilinear CNN Models for Fine-Grained Visual Recognition85.1%Bilinear-CNN2015-12-01
Part-based R-CNNs for Fine-grained Category Detection76.4%Part RCNN2014-07-15
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