HyperAI

Fine Grained Image Classification On Cub 200

المقاييس

Accuracy

النتائج

نتائج أداء النماذج المختلفة على هذا المعيار القياسي

جدول المقارنة
اسم النموذجAccuracy
delving-into-multimodal-prompting-for-fine91.8%
weakly-supervised-complementary-parts-models90.4%
graph-propagation-based-correlation-learning88.3%
learning-a-mixture-of-granularity-specific89.4%
learning-a-discriminative-filter-bank-within87.4%
fine-grained-visual-classification-with-batch89.2%
penalizing-the-hard-example-but-not-too-much88.2%
attribute-mix-semantic-data-augmentation-for90.2%
transifc-invariant-cues-aware-feature91.0%
context-aware-attentional-pooling-cap-for91.8%
visual-correspondence-based-explanations83.27
snapmix-semantically-proportional-mixing-for89.58%
sim-trans-structure-information-modeling91.8%
learning-attentive-pairwise-interaction-for90.0%
transfg-a-transformer-architecture-for-fine91.7%
visual-correspondence-based-explanations84.98
learning-semantically-enhanced-feature-for87.3%
channel-interaction-networks-for-fine-grained-188.3%
weakly-supervised-fine-grained-image-188.8%
human-attention-in-fine-grained88.66%
your-labrador-is-my-dog-fine-grained-or-not89.9%
dual-cross-attention-learning-for-fine92.0%
attribute-aware-attention-model-for-fine86.2%
sim-ofe-structure-information-mining-and92.3%
sr-gnn-spatial-relation-aware-graph-neural91.9%
learning-to-navigate-for-fine-grained87.5%
classification-specific-parts-for-improving89.5%
progressive-co-attention-network-for-fine88.9%
cross-x-learning-for-fine-grained-visual87.7%
deformable-part-descriptors-for-fine-grained50.98%
grad-cam-guided-channel-spatial-attention88.45%
knowledge-transfer-based-fine-grained-visual89.1%
transformer-with-peak-suppression-and91.3%
fine-grained-visual-classification-with88.9%
attention-convolutional-binary-neural-tree88.1%
part-guided-relational-transformers-for-fine90.1%
aligned-to-the-object-not-to-the-image-a89.2%
contrastively-reinforced-attention88.3%
fine-grained-classification-via-categorical88.2%
universal-fine-grained-visual-categorization92.6%
feature-fusion-vision-transformer-fine91.6%
graph-based-high-order-relation-discovery-for89.6%
a-free-lunch-from-vit-adaptive-attention91.5%
part-based-r-cnns-for-fine-grained-category76.4%
the-devil-is-in-the-channels-mutual-channel87.3%
end-to-end-learning-of-a-fisher-vector90.95%
bilinear-cnn-models-for-fine-grained-visual85.1%
metaformer-a-unified-meta-framework-for-fine92.9%
towards-faster-training-of-global-covariance88.7%
advisingnets-learning-to-distinguish-correct88.59%
multi-granularity-part-sampling-attention-for92.8%
fine-grained-representation-learning-and88.1%
selective-sparse-sampling-for-fine-grained88.5%
context-semantic-quality-awareness-network92.6%
the-unreasonable-effectiveness-of-noisy-data92.3%
interweaving-insights-high-order-feature91.6%
part-stacked-cnn-for-fine-grained-visual76.6%
rams-trans-recurrent-attention-multi-scale91.3%
large-scale-fine-grained-categorization-and89.6%
fine-grained-recognition-accounting-for88.6%
a-novel-plug-in-module-for-fine-grained-192.8%
pairwise-confusion-for-fine-grained-visual86.87%
delving-into-multimodal-prompting-for-fine91.8%
re-rank-coarse-classification-with-local91.1%
an-attention-locating-algorithm-for91.7%
penalizing-the-hard-example-but-not-too-much89.8%
alignment-enhancement-network-for-fine90.0%
vit-net-interpretable-vision-transformers91.7%
fine-grained-visual-classification-via-291.8%
fine-grained-visual-classification-using-self91.8%
fine-grained-visual-classification-via89.6%
the-devil-is-in-the-channels-mutual-channel86.4%
elope-fine-grained-visual-classification-with88.5%