SOTAVerified

Zero-Shot Learning

Zero-shot learning (ZSL) is a model's ability to detect classes never seen during training. The condition is that the classes are not known during supervised learning.

Earlier work in zero-shot learning use attributes in a two-step approach to infer unknown classes. In the computer vision context, more recent advances learn mappings from image feature space to semantic space. Other approaches learn non-linear multimodal embeddings. In the modern NLP context, language models can be evaluated on downstream tasks without fine tuning.

Benchmark datasets for zero-shot learning include aPY, AwA, and CUB, among others.

( Image credit: Prototypical Networks for Few shot Learning in PyTorch )

Further readings:

Papers

Showing 13011350 of 1864 papers

TitleStatusHype
Zero-Shot Learning of a Conditional Generative Adversarial Network for Data-Free Network Quantization0
Zero-Shot Learning of Causal Models0
Zero-shot Learning of Classifiers from Natural Language Quantification0
Zero-shot Learning of Individualized Task Contrast Prediction from Resting-state Functional Connectomes0
Zero-Shot Learning of Language Models for Describing Human Actions Based on Semantic Compositionality of Actions0
Zero-Shot Learning of Text Adventure Games with Sentence-Level Semantics0
Zero Shot Learning on Simulated Robots0
Zero-Shot Learning Over Large Output Spaces : Utilizing Indirect Knowledge Extraction from Large Language Models0
Zero-Shot Learning posed as a Missing Data Problem0
Zero-Shot Learning to Manage a Large Number of Place-Specific Compressive Change Classifiers0
Zero-Shot Learning via Category-Specific Visual-Semantic Mapping0
Zero-Shot Learning via Class-Conditioned Deep Generative Models0
Zero-Shot Learning via Joint Latent Similarity Embedding0
Zero-Shot Learning via Latent Space Encoding0
Zero Shot Learning via Multi-Scale Manifold Regularization0
Zero-Shot Learning via Semantic Similarity Embedding0
Zero-shot Learning via Shared-Reconstruction-Graph Pursuit0
Zero-Shot Learning with Common Sense Knowledge Graphs0
Complementary Attributes: A New Clue to Zero-Shot Learning0
Zero-shot Learning with Deep Neural Networks for Object Recognition0
Zero-Shot Learning with Generative Latent Prototype Model0
Zero-Shot Learning with Knowledge Enhanced Visual Semantic Embeddings0
Zero-shot Learning with Minimum Instruction to Extract Social Determinants and Family History from Clinical Notes using GPT Model0
Zero-Shot Learning with Multi-Battery Factor Analysis0
Zero-shot Learning with Semantic Output Codes0
Zero-Shot Learning with Sparse Attribute Propagation0
Zero Shot Learning with the Isoperimetric Loss0
Zero-shot meta-learning for small-scale data from human subjects0
Zero-shot Microclimate Prediction with Deep Learning0
Zero-Shot Mono-to-Binaural Speech Synthesis0
Zero-shot Neural Passage Retrieval via Domain-targeted Synthetic Question Generation0
Zero-Shot Object Detection0
Zero-Shot Object Recognition by Semantic Manifold Distance0
Zero-Shot Object Recognition System based on Topic Model0
Zero-Shot Personalized Speech Enhancement through Speaker-Informed Model Selection0
Zero-shot Reading Comprehension by Cross-lingual Transfer Learning with Multi-lingual Language Representation Model0
DASZL: Dynamic Action Signatures for Zero-shot Learning0
Zero-Shot Recognition through Image-Guided Semantic Classification0
Zero-Shot Recognition using Dual Visual-Semantic Mapping Paths0
Zero-shot recognition with unreliable attributes0
Zero Shot Recognition with Unreliable Attributes0
Zero-Shot Recommender Systems0
Zero-Shot Reinforcement Learning with Deep Attention Convolutional Neural Networks0
Zero-shot Relation Classification as Textual Entailment0
Zero-Shot Script Parsing0
Zero-shot Script Parsing0
Zero-Shot Semantic Segmentation via Spatial and Multi-Scale Aware Visual Class Embedding0
Zero-Shot Sign Language Recognition: Can Textual Data Uncover Sign Languages?0
Zero-shot Text Classification via Reinforced Self-training0
Zero-Shot Translation using Diffusion Models0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ZeroDiffaverage top-1 classification accuracy87.5Unverified
2DUETaverage top-1 classification accuracy72.3Unverified
3Composeraverage top-1 classification accuracy69.4Unverified
4HDC-ZSC-MLPaverage top-1 classification accuracy65.6Unverified
5ZSL_TF-VAEGANaverage top-1 classification accuracy64.9Unverified
6ZLaPAccuracy64.3Unverified
7ZLaP*Accuracy64.2Unverified
8HDC-ZSCaverage top-1 classification accuracy63.8Unverified
9SPOTaverage top-1 classification accuracy62.9Unverified
10f-VAEGAN-D2average top-1 classification accuracy61Unverified
#ModelMetricClaimedVerifiedStatus
1dmis-lab/biobert-v1.1Accuracy26.15Unverified
2meta-llama/Meta-Llama-3-8B-InstructAccuracy25.84Unverified
3epfl-llm/meditron-7bAccuracy25.75Unverified
4dmis-lab/meerkat-7b-v1.0Accuracy25.68Unverified
5meta-llama/Meta-Llama-3-8B-InstructAccuracy25.65Unverified
6HuggingFaceH4/zephyr-7b-betaAccuracy25.54Unverified
7dmis-lab/biobert-v1.1Accuracy25.46Unverified
8epfl-llm/meditron-70bAccuracy25.36Unverified
9epfl-llm/meditron-70bAccuracy25.26Unverified
10HuggingFaceH4/zephyr-7b-betaAccuracy25.06Unverified
#ModelMetricClaimedVerifiedStatus
1ZeroDiffaverage top-1 classification accuracy77.3Unverified
2SPOT (VAEGAN)average top-1 classification accuracy66.04Unverified
3ZSL_TF-VAEGANaverage top-1 classification accuracy66Unverified
4f-VAEGANaverage top-1 classification accuracy64.7Unverified
5DUET (Ours)average top-1 classification accuracy64.4Unverified
6LisGANaverage top-1 classification accuracy61.7Unverified
7TCNaverage top-1 classification accuracy61.5Unverified
8f-CLSWGANaverage top-1 classification accuracy60.8Unverified
9Cycle-WGANaverage top-1 classification accuracy59.9Unverified
#ModelMetricClaimedVerifiedStatus
1ZeroDiffaverage top-1 classification accuracy86.4Unverified
2ZSL-KGaverage top-1 classification accuracy78.08Unverified
3ZSL_TF-VAEGANaverage top-1 classification accuracy72.2Unverified
4DUET (Ours)average top-1 classification accuracy69.9Unverified
#ModelMetricClaimedVerifiedStatus
1ZLaPAccuracy84Unverified
2ZLaP*Accuracy83.1Unverified
#ModelMetricClaimedVerifiedStatus
1ZLaP*Accuracy93.6Unverified
2ZLaPAccuracy93.4Unverified
#ModelMetricClaimedVerifiedStatus
1ZLaP*Accuracy74.2Unverified
2ZLaPAccuracy74Unverified
#ModelMetricClaimedVerifiedStatus
1ViT-B/16Average mAP60.17Unverified
2ResNet-50Average mAP56.19Unverified
#ModelMetricClaimedVerifiedStatus
1ZLaPAccuracy51.2Unverified
2ZLaP*Accuracy51Unverified
#ModelMetricClaimedVerifiedStatus
1ZLaPAccuracy29.1Unverified
2ZLaP*Accuracy29Unverified
#ModelMetricClaimedVerifiedStatus
1ZLaPAccuracy75.9Unverified
2ZLaP*Accuracy75.5Unverified
#ModelMetricClaimedVerifiedStatus
1ZLaP*Accuracy87.9Unverified
2ZLaPAccuracy87.8Unverified
#ModelMetricClaimedVerifiedStatus
1ZLaPTop 1 Accuracy72.1Unverified
2ZLaP*Top 1 Accuracy72.1Unverified
#ModelMetricClaimedVerifiedStatus
1HiTeAAccuracy21.7Unverified
2HiTeAAccuracy0.46Unverified
#ModelMetricClaimedVerifiedStatus
1HiTeAAccuracy37.4Unverified
2HiTeAAccuracy0.56Unverified
#ModelMetricClaimedVerifiedStatus
1SPOTaverage top-1 classification accuracy71.9Unverified
2ZSL_TF-VAEGANaverage top-1 classification accuracy70.8Unverified
#ModelMetricClaimedVerifiedStatus
1ZLaPAccuracy90Unverified
2ZLaP*Accuracy89Unverified
#ModelMetricClaimedVerifiedStatus
1ZLaP*Accuracy71.8Unverified
2ZLaPAccuracy71.2Unverified
#ModelMetricClaimedVerifiedStatus
1ZLaP*Accuracy71.4Unverified
2ZLaPAccuracy71Unverified
#ModelMetricClaimedVerifiedStatus
1ZLaP*Accuracy76.3Unverified
2ZLaPAccuracy76.3Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP(ViT-B/16)Average mAP85.77Unverified
2CLIP(ResNet-50)Average mAP84.3Unverified
#ModelMetricClaimedVerifiedStatus
1ZSL-KGTop-160.54Unverified
#ModelMetricClaimedVerifiedStatus
1zsl_ADAAverage Per-Class Accuracy70.9Unverified
#ModelMetricClaimedVerifiedStatus
1ZLaP*Accuracy63.2Unverified
#ModelMetricClaimedVerifiedStatus
1MSDAPearson correlation coefficient (PCC)0.52Unverified
#ModelMetricClaimedVerifiedStatus
1SeViLAAccuracy72.3Unverified
#ModelMetricClaimedVerifiedStatus
1M^2-EncoderAccuracy80.7Unverified
#ModelMetricClaimedVerifiedStatus
1FrozenBiLMAccuracy51.5Unverified
#ModelMetricClaimedVerifiedStatus
1CZSLA-acc36Unverified
#ModelMetricClaimedVerifiedStatus
1ZS3Netk=10 mIOU26.3Unverified
#ModelMetricClaimedVerifiedStatus
1ZSL-KGAccuracy88.98Unverified
#ModelMetricClaimedVerifiedStatus
1VideoChat2Accuracy40.6Unverified