OpenCodePapers

zero-shot-learning-on-cub-200-2011

Zero-Shot Learning

Results over time

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Leaderboard

Paper	Code	average top-1 classification accuracy	Accuracy Seen	Accuracy Unseen	H	Accuracy	ModelName	ReleaseDate
Exploring Data Efficiency in Zero-Shot Learning with Diffusion Models		87.5					ZeroDiff	2024-06-05
DUET: Cross-modal Semantic Grounding for Contrastive Zero-shot Learning	✓ Link	72.3	72.8	62.9	67.5		DUET	2022-07-04
Compositional Fine-Grained Low-Shot Learning		69.4					Composer	2021-05-21
Zero-shot Classification using Hyperdimensional Computing		65.6					HDC-ZSC-MLP	2024-01-30
Latent Embedding Feedback and Discriminative Features for Zero-Shot Classification	✓ Link	64.9					ZSL_TF-VAEGAN	2020-03-17
Zero-shot Classification using Hyperdimensional Computing		63.8					HDC-ZSC	2024-01-30
Synthetic Sample Selection for Generalized Zero-Shot Learning		62.9					SPOT	2023-04-06
f-VAEGAN-D2: A Feature Generating Framework for Any-Shot Learning		61.0					f-VAEGAN-D2	2019-03-25
Transferable Contrastive Network for Generalized Zero-Shot Learning		59.5					TCN	2019-08-16
Leveraging the Invariant Side of Generative Zero-Shot Learning	✓ Link	58.8					LisGAN	2019-04-08
Multi-modal Cycle-consistent Generalized Zero-Shot Learning	✓ Link	58.6					Cycle-WGAN	2018-08-01
Feature Generating Networks for Zero-Shot Learning	✓ Link	57.3					f-CLSWGAN	2017-12-04
Label Propagation for Zero-shot Classification with Vision-Language Models	✓ Link					64.3	ZLaP	2024-04-05
Label Propagation for Zero-shot Classification with Vision-Language Models	✓ Link					64.2	ZLaP*	2024-04-05