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
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