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Fine Grained Image Classification On Cub 200

Metrics

Accuracy

Results

Performance results of various models on this benchmark

Paper Title
MetaFormer (MetaFormer-2,384)92.9%MetaFormer: A Unified Meta Framework for Fine-Grained Recognition
MPSA92.8%Multi-Granularity Part Sampling Attention for Fine-Grained Visual Classification
PIM92.8%A Novel Plug-in Module for Fine-Grained Visual Classification
CGL92.6%Universal Fine-grained Visual Categorization by Concept Guided Learning
CSQA-Net92.6%Context-Semantic Quality Awareness Network for Fine-Grained Visual Categorization
SIM-OFE92.3%SIM-OFE: Structure Information Mining and Object-aware Feature Enhancement for Fine-Grained Visual Categorization
Inception-v392.3% The Unreasonable Effectiveness of Noisy Data for Fine-Grained Recognition
DCAL92.0%Dual Cross-Attention Learning for Fine-Grained Visual Categorization and Object Re-Identification
SR-GNN91.9%SR-GNN: Spatial Relation-aware Graph Neural Network for Fine-Grained Image Categorization
MP-FGVC91.8%Delving into Multimodal Prompting for Fine-grained Visual Classification
CAP91.8%Context-aware Attentional Pooling (CAP) for Fine-grained Visual Classification
SIM-Trans91.8%SIM-Trans: Structure Information Modeling Transformer for Fine-grained Visual Categorization
MP-MGVC91.8%Delving into Multimodal Prompting for Fine-grained Visual Classification
IELT91.8%Fine-Grained Visual Classification via Internal Ensemble Learning Transformer
ViT-SAC91.8%Fine-Grained Visual Classification using Self Assessment Classifier
TransFG91.7%TransFG: A Transformer Architecture for Fine-grained Recognition
FAL-ViT91.7%An Attention-Locating Algorithm for Eliminating Background Effects in Fine-grained Visual Classification
ViT-NeT (SwinV2-B)91.7%ViT-NeT: Interpretable Vision Transformers with Neural Tree Decoder
FFVT91.6%Feature Fusion Vision Transformer for Fine-Grained Visual Categorization
I2-HOFI91.6%Interweaving Insights: High-Order Feature Interaction for Fine-Grained Visual Recognition
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Fine Grained Image Classification On Cub 200 | SOTA | HyperAI