Papers with Code · CC BY-SA 4.0

CUB-200-2011

아카이브 평가 39건 · 마지막 적재/변경 2026-10-30

평가 기록

과거 수집 기록이며 최신 순위가 아닙니다. 데이터셋 버전·split·실험 조건과 지표 방향이 검증되지 않은 결과는 직접 비교할 수 없습니다. 날짜는 논문 날짜이며 최신 평가일을 뜻하지 않습니다.

표가 화면보다 넓으면 좌우로 스크롤하여 논문과 구현 링크를 확인하세요.

원본 기록 순서 · 순위 미부여
모델	원본 지표·값	논문	구현
TransFG	Accuracy 91.7	TransFG: A Transformer Architecture for Fine-grained Recognition 2021-03-14	코드 1 · 코드 2
FFVT	Accuracy 91.6	Feature Fusion Vision Transformer for Fine-Grained Visual Categorization 2021-07-06	코드 1
I2-HOFI	Accuracy 91.6%	Interweaving Insights: High-Order Feature Interaction for Fine-Grained Visual Recognition 2024-10-20	코드 1
TPSKG	Accuracy 91.3%	Transformer with Peak Suppression and Knowledge Guidance for Fine-grained Image Recognition 2021-07-14	연결 없음
CCFR	Accuracy 91.1%	Re-rank Coarse Classification with Local Region Enhanced Features for Fine-Grained Image Recognition 2021-02-19	연결 없음
ResNet-50	Accuracy 88.59	PCNN: Probable-Class Nearest-Neighbor Explanations Improve Fine-Grained Image Classification Accuracy for AIs and Humans 2023-08-25	코드 1 · 코드 2
CRA-CNN	Accuracy 88.3%	Contrastively-reinforced Attention Convolutional Neural Network for Fine-grained Image Recognition 2020-09-08	코드 1
CMN	Accuracy 88.2%	Fine-grained Classification via Categorical Memory Networks 2020-12-12	연결 없음
ACNet	Accuracy 88.1%	Attention Convolutional Binary Neural Tree for Fine-Grained Visual Categorization 2019-09-25	코드 1 · 코드 2
Cross-X	Accuracy 87.7%	Cross-X Learning for Fine-Grained Visual Categorization 2019-09-10	연결 없음
Bilinear-CNN	Accuracy 85.1%	Bilinear CNN Models for Fine-Grained Visual Recognition 2015-12-01	연결 없음
Part RCNN	Accuracy 76.4%	Part-based R-CNNs for Fine-grained Category Detection 2014-07-15	연결 없음
HERBS	Accuracy 93.1%	Fine-grained Visual Classification with High-temperature Refinement and Background Suppression 2023-03-11	코드 1
PIM	Accuracy 92.8	A Novel Plug-in Module for Fine-Grained Visual Classification 2022-02-08	코드 1
MDCM	Accuracy 92.5%	Multi-scale Activation, Refinement, and Aggregation: Exploring Diverse Cues for Fine-Grained Bird Recognition 2025-04-12	연결 없음
CAP	Accuracy 91.8	Context-aware Attentional Pooling (CAP) for Fine-grained Visual Classification 2021-01-17	코드 1
IELT	Accuracy 91.8	0/1 Deep Neural Networks via Block Coordinate Descent 2022-06-19	연결 없음
SFETrans	Accuracy 91.8	Structural feature enhanced transformer for fine-grained image recognition 2025-06-14	연결 없음
SWAG (ViT H/14)	Accuracy 91.7	Revisiting Weakly Supervised Pre-Training of Visual Perception Models 2022-01-20	코드 1 · 코드 2
ViT-NeT	Accuracy 91.7	ViT-NeT: Interpretable Vision Transformers with Neural Tree Decoder 2022-07-17	코드 1
DATL	Accuracy 91.2	Domain Adaptive Transfer Learning on Visual Attention Aware Data Augmentation for Fine-grained Visual Categorization 2020-10-06	연결 없음
CAL	Accuracy 90.6	Counterfactual Attention Learning for Fine-Grained Visual Categorization and Re-identification 2021-08-19	코드 1
HOI-Net	Accuracy 90.02%	High-Order-Interaction for weakly supervised Fine-Grained Visual Categorization 2021-11-13	코드 1
TBMSL-Net	Accuracy 89.6	Multi-branch and Multi-scale Attention Learning for Fine-Grained Visual Categorization 2020-03-20	코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5 · 코드 6
FBSD	Accuracy 89.5	Feature Boosting, Suppression, and Diversification for Fine-Grained Visual Classification 2021-03-04	코드 1
WS-DAN	Accuracy 89.4	See Better Before Looking Closer: Weakly Supervised Data Augmentation Network for Fine-Grained Visual Classification 2019-01-26	코드 1 · 코드 2 · 코드 3 · 코드 4
ELP	Accuracy 88.8	A Simple Episodic Linear Probe Improves Visual Recognition in the Wild 2022-01-01	코드 1 · 코드 2
MPN-COV	Accuracy 88.7	Towards Faster Training of Global Covariance Pooling Networks by Iterative Matrix Square Root Normalization 2017-12-04	코드 1 · 코드 2 · 코드 3 · 코드 4
FixSENet-154	Accuracy 88.7	Fixing the train-test resolution discrepancy 2019-06-14	코드 1 · 코드 2 · 코드 3
DenseNet161+MM+FRL	Accuracy 88.5	Learning Class Unique Features in Fine-Grained Visual Classification 2020-11-22	연결 없음