SOTAVerified

Activity Detection

Detecting activities in extended videos.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 11–20 of 380 papers

TitleStatusHype
Fast MLE and MAPE-Based Device Activity Detection for Grant-Free Access via PSCA and PSCA-Net—0
Federated Learning for Secure and Efficient Device Activity Detection in mMTC Networks—0
Lightweight Learning for Grant-Free Activity Detection in Cell-Free Massive MIMO Networks—0
Robust Learning-Based Sparse Recovery for Device Activity Detection in Grant-Free Random Access Cell-Free Massive MIMO: Enhancing Resilience to Impairments—0
CADDI: An in-Class Activity Detection Dataset using IMU data from low-cost sensors—0
Optimizing Large Language Models for ESG Activity Detection in Financial TextsCode0
Mixture of Experts-augmented Deep Unfolding for Activity Detection in IRS-aided Systems—0
Unveiling ECC Vulnerabilities: LSTM Networks for Operation Recognition in Side-Channel Attacks—0
LLM-Enhanced Dialogue Management for Full-Duplex Spoken Dialogue Systems—0
FlexDuo: A Pluggable System for Enabling Full-Duplex Capabilities in Speech Dialogue Systems—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1CNN-BiLSTM_bestROC-AUC95.14—Unverified
2CNN-BiLSTM_smallROC-AUC95.13—Unverified
3SG-VAD (ours)ROC-AUC94.3—Unverified
4ADA-VADROC-AUC79.1—Unverified