SOTAVerified

Zero-Shot Action Recognition

Papers

Showing 51–75 of 83 papers

TitleStatusHype
FitCLIP: Refining Large-Scale Pretrained Image-Text Models for Zero-Shot Video Understanding TasksCode0
End-to-End Semantic Video Transformer for Zero-Shot Action RecognitionCode0
Universal Prototype Transport for Zero-Shot Action Recognition and Localization—0
Reformulating Zero-shot Action Recognition for Multi-label Actions—0
Zero-Shot Action Recognition from Diverse Object-Scene CompositionsCode0
Transductive Universal Transport for Zero-Shot Action Recognition—0
A New Split for Evaluating True Zero-Shot Action RecognitionCode0
GAN for Vision, KG for Relation: a Two-stage Deep Network for Zero-shot Action Recognition—0
CLASTER: Clustering with Reinforcement Learning for Zero-Shot Action Recognition—0
All About Knowledge Graphs for Actions—0
Skeleton based Zero Shot Action Recognition in Joint Pose-Language Semantic Space—0
Zero-Shot Action Recognition in Videos: A Survey—0
Action Recognition in Untrimmed Videos with Composite Self-Attention Two-Stream Framework—0
TARN: Temporal Attentive Relation Network for Few-Shot and Zero-Shot Action Recognition—0
I Know the Relationships: Zero-Shot Action Recognition via Two-Stream Graph Convolutional Networks and Knowledge GraphsCode0
Out-of-Distribution Detection for Generalized Zero-Shot Action RecognitionCode0
Action2Vec: A Crossmodal Embedding Approach to Action Learning—0
Cross-Modal and Hierarchical Modeling of Video and TextCode0
Towards Universal Representation for Unseen Action Recognition—0
A Generative Approach to Zero-Shot and Few-Shot Action Recognition—0
Natural Language Descriptions for Human Activities in Video Streams—0
Zero-Shot Action Recognition With Error-Correcting Output Codes—0
Alternative Semantic Representations for Zero-Shot Human Action Recognition—0
Multi-Task Zero-Shot Action Recognition with Prioritised Data Augmentation—0
Learning a Deep Embedding Model for Zero-Shot LearningCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1OTI(ViT-L/14)Top-1 Accuracy92.8—Unverified
2IMP-MoE-LTop-1 Accuracy91.5—Unverified
3MOV (ViT-L/14)Top-1 Accuracy87.1—Unverified
4VideoCoCaTop-1 Accuracy86.6—Unverified
5BIKETop-1 Accuracy86.6—Unverified
6Text4VisTop-1 Accuracy85.8—Unverified
7TC-CLIPTop-1 Accuracy85.4—Unverified
8EVA-CLIP-E/14+Top-1 Accuracy83.1—Unverified
9MOV (ViT-B/16)Top-1 Accuracy82.6—Unverified
10OSTTop-1 Accuracy79.7—Unverified
#ModelMetricClaimedVerifiedStatus
1MOV (ViT-L/14)Top-1 Accuracy64.7—Unverified
2OTI(ViT-L/14)Top-1 Accuracy64—Unverified
3BIKETop-1 Accuracy61.4—Unverified
4MOV (ViT-B/16)Top-1 Accuracy60.8—Unverified
5IMP-MoE-LTop-1 Accuracy59.1—Unverified
6VideoCoCaTop-1 Accuracy58.7—Unverified
7Text4VisTop-1 Accuracy58.4—Unverified
8TC-CLIPTop-1 Accuracy56—Unverified
9OSTTop-1 Accuracy55.9—Unverified
10MAXITop-1 Accuracy52.3—Unverified
#ModelMetricClaimedVerifiedStatus
1TC-CLIPTop-1 Accuracy78.1—Unverified
2IMP-MoE-LTop-1 Accuracy76.8—Unverified
3OSTTop-1 Accuracy75.1—Unverified
4MAXITop-1 Accuracy71.6—Unverified
5OTI(ViT-L/14)Top-1 Accuracy70.6—Unverified
6VideoCoCaTop-1 Accuracy70.1—Unverified
7Text4VisTop-1 Accuracy68.9—Unverified
8BIKETop-1 Accuracy68.5—Unverified
9X-CLIPTop-1 Accuracy65.2—Unverified
10LanguageBindTop-1 Accuracy64.1—Unverified
#ModelMetricClaimedVerifiedStatus
1SPOTTop-1 Accuracy68.7—Unverified
2CLASTERTop-1 Accuracy68.4—Unverified
3ER-ZSARTop-1 Accuracy60.2—Unverified
4ZSECOCTop-1 Accuracy59.8—Unverified
5TS-GCNTop-1 Accuracy56.5—Unverified
6SJE(Atrribute)Top-1 Accuracy47.5—Unverified
7MTETop-1 Accuracy44.3—Unverified
8ESZSLTop-1 Accuracy39.6—Unverified
9SJE(Word Embedding)Top-1 Accuracy28.6—Unverified
#ModelMetricClaimedVerifiedStatus
1BIKETop-1 Accuracy86.2—Unverified
2Text4VisTop-1 Accuracy84.6—Unverified
3LoCATe-GATTop-1 Accuracy73.8—Unverified
4ResTTop-1 Accuracy32.5—Unverified
5E2ETop-1 Accuracy26.6—Unverified
#ModelMetricClaimedVerifiedStatus
1MSQNetmAP35.59—Unverified
2VideoCoCamAP25.8—Unverified
3MAXImAP23.8—Unverified
4CLIP-Hitchhiker (ViT-B/16, 32 frames)mAP21.1—Unverified
#ModelMetricClaimedVerifiedStatus
1MSQNetAccuracy75.33—Unverified