SOTAVerified

Zero-Shot Action Recognition

Papers

Showing 110 of 83 papers

TitleStatusHype
The Role of Video Generation in Enhancing Data-Limited Action Understanding0
Can masking background and object reduce static bias for zero-shot action recognition?0
Semantic-guided Cross-Modal Prompt Learning for Skeleton-based Zero-shot Action Recognition0
Building a Multi-modal Spatiotemporal Expert for Zero-shot Action Recognition with CLIPCode1
LoCATe-GAT: Modeling Multi-Scale Local Context and Action Relationships for Zero-Shot Action RecognitionCode0
TDSM: Triplet Diffusion for Skeleton-Text Matching in Zero-Shot Action RecognitionCode1
Zero-Shot Action Recognition in Surveillance Videos0
Continual Learning Improves Zero-Shot Action Recognition0
Zero-Shot Skeleton-based Action Recognition with Dual Visual-Text Alignment0
Text-Enhanced Zero-Shot Action Recognition: A training-free approach0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1OTI(ViT-L/14)Top-1 Accuracy92.8Unverified
2IMP-MoE-LTop-1 Accuracy91.5Unverified
3MOV (ViT-L/14)Top-1 Accuracy87.1Unverified
4BIKETop-1 Accuracy86.6Unverified
5VideoCoCaTop-1 Accuracy86.6Unverified
6Text4VisTop-1 Accuracy85.8Unverified
7TC-CLIPTop-1 Accuracy85.4Unverified
8EVA-CLIP-E/14+Top-1 Accuracy83.1Unverified
9MOV (ViT-B/16)Top-1 Accuracy82.6Unverified
10OSTTop-1 Accuracy79.7Unverified