SOTAVerified

Zero-Shot Action Recognition

Papers

Showing 1–10 of 83 papers

TitleStatusHype
The Role of Video Generation in Enhancing Data-Limited Action Understanding—0
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 Recognition—0
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 Videos—0
Continual Learning Improves Zero-Shot Action Recognition—0
Zero-Shot Skeleton-based Action Recognition with Dual Visual-Text Alignment—0
Text-Enhanced Zero-Shot Action Recognition: A training-free approach—0
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Benchmark Results

#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