SOTAVerified

Repetitive Action Counting

Repetitive action counting aims to count the number of repetitive actions in a video.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1–14 of 14 papers

TitleStatusHype
A Short Note on Evaluating RepNet for Temporal Repetition Counting in VideosCode2
Rethinking temporal self-similarity for repetitive action countingCode1
Every Shot Counts: Using Exemplars for Repetition Counting in VideosCode1
PoseRAC: Pose Saliency Transformer for Repetitive Action CountingCode1
TransRAC: Encoding Multi-scale Temporal Correlation with Transformers for Repetitive Action CountingCode1
Counting Out Time: Class Agnostic Video Repetition Counting in the WildCode1
CountLLM: Towards Generalizable Repetitive Action Counting via Large Language Model—0
Localization-Aware Multi-Scale Representation Learning for Repetitive Action Counting—0
Repetitive Action Counting with Hybrid Temporal Relation Modeling—0
MultiCounter: Multiple Action Agnostic Repetition Counting in Untrimmed Videos—0
GMFL-Net: A Global Multi-geometric Feature Learning Network for Repetitive Action CountingCode0
FCA-RAC: First Cycle Annotated Repetitive Action Counting—0
Skim then Focus: Integrating Contextual and Fine-grained Views for Repetitive Action Counting—0
Advancements in Repetitive Action Counting: Joint-Based PoseRAC Model With Improved Performance—0
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All datasetsRepCountCountixUCFRep

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ESCountsOBO0.56—Unverified
2PoseRACOBO0.56—Unverified
3RepNetOBO0.53—Unverified
4HTRM-NetOBO0.35—Unverified
5TransRACOBO0.29—Unverified
6RepNetOBO0.01—Unverified
#ModelMetricClaimedVerifiedStatus
1RepNetOBO0.7—Unverified
2ESCountsOBO0.67—Unverified
3RepNetOBO0.3—Unverified
#ModelMetricClaimedVerifiedStatus
1ESCountsMAE0.22—Unverified
2RepNetMAE0.21—Unverified