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算力平台

Zero Shot Learning On Cub 200 2011

评估指标

average top-1 classification accuracy

评测结果

各个模型在此基准测试上的表现结果

Paper Title
ZeroDiff87.5ZeroDiff: Solidified Visual-Semantic Correlation in Zero-Shot Learning
DUET72.3DUET: Cross-modal Semantic Grounding for Contrastive Zero-shot Learning
Composer69.4Compositional Fine-Grained Low-Shot Learning
HDC-ZSC-MLP65.6Zero-shot Classification using Hyperdimensional Computing
ZSL_TF-VAEGAN64.9Latent Embedding Feedback and Discriminative Features for Zero-Shot Classification
HDC-ZSC63.8Zero-shot Classification using Hyperdimensional Computing
SPOT62.9Synthetic Sample Selection for Generalized Zero-Shot Learning
f-VAEGAN-D261.0f-VAEGAN-D2: A Feature Generating Framework for Any-Shot Learning
TCN59.5Transferable Contrastive Network for Generalized Zero-Shot Learning
LisGAN58.8Leveraging the Invariant Side of Generative Zero-Shot Learning
Cycle-WGAN58.6Multi-modal Cycle-consistent Generalized Zero-Shot Learning
f-CLSWGAN57.3Feature Generating Networks for Zero-Shot Learning
ZLaP*-Label Propagation for Zero-shot Classification with Vision-Language Models
ZLaP-Label Propagation for Zero-shot Classification with Vision-Language Models
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Zero Shot Learning On Cub 200 2011 | SOTA | HyperAI超神经