Cover Image

SensorBench: Benchmarking LLMs in Coding-Based Sensor Processing

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Quan, Pengrui, Ouyang, Xiaomin, Jeyakumar, Jeya Vikranth, Wang, Ziqi, Xing, Yang, Srivastava, Mani
Format:	Preprint
Published:	2024
Subjects:	Artificial Intelligence Machine Learning Signal Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Benchmarking Spatiotemporal Reasoning in LLMs and Reasoning Models: Capabilities and Challenges
by: Quan, Pengrui, et al.
Published: (2025)

FlexLoc: Conditional Neural Networks for Zero-Shot Sensor Perspective Invariance in Object Localization with Distributed Multimodal Sensors
by: Wu, Jason, et al.
Published: (2024)

LLMSense: Harnessing LLMs for High-level Reasoning Over Spatiotemporal Sensor Traces
by: Ouyang, Xiaomin, et al.
Published: (2024)

Veli: Unsupervised Method and Unified Benchmark for Low-Cost Air Quality Sensor Correction
by: Dalbah, Yahia, et al.
Published: (2025)

Physics Sensor Based Deep Learning Fall Detection System
by: Qu, Zeyuan, et al.
Published: (2024)

Role of Mixup in Topological Persistence Based Knowledge Distillation for Wearable Sensor Data
by: Jeon, Eun Som, et al.
Published: (2025)

Lowering Detection in Sport Climbing Based on Orientation of the Sensor Enhanced Quickdraw
by: Moaveninejad, Sadaf, et al.
Published: (2023)

PhySense: Sensor Placement Optimization for Accurate Physics Sensing
by: Ma, Yuezhou, et al.
Published: (2025)

Streamlining Multimodal Data Fusion in Wireless Communication and Sensor Networks
by: Bocus, Mohammud J., et al.
Published: (2023)

Wavelet Dynamic Selection Network for Inertial Sensor Signal Enhancement
by: Wang, Yifeng, et al.
Published: (2023)

A Soft Sensor Method with Uncertainty-Awareness and Self-Explanation Based on Large Language Models Enhanced by Domain Knowledge Retrieval
by: Tong, Shuo, et al.
Published: (2025)

DB2-TransF: All You Need Is Learnable Daubechies Wavelets for Time Series Forecasting
by: Gupta, Moulik, et al.
Published: (2025)

From Proxies to Fields: Spatiotemporal Reconstruction of Global Radiation from Sparse Sensor Sequences
by: Kobayashi, Kazuma, et al.
Published: (2025)

An Algorithm for On-Sensor Agnostic Detection of Changes in Human Activity for Ultra-Low-Power Applications
by: Rimoldi, Sara, et al.
Published: (2026)

Data Sensor Fusion In Digital Twin Technology For Enhanced Capabilities In A Home Environment
by: Momoh, Benjamin, et al.
Published: (2025)

Smooth-Distill: A Self-distillation Framework for Multitask Learning with Wearable Sensor Data
by: Vu, Hoang-Dieu, et al.
Published: (2025)

Real-time Calibration Model for Low-cost Sensor in Fine-grained Time series
by: Ahn, Seokho, et al.
Published: (2024)

Transforming Indoor Localization: Advanced Transformer Architecture for NLOS Dominated Wireless Environments with Distributed Sensors
by: Masrur, Saad, et al.
Published: (2025)

PULSE: Privileged Knowledge Transfer from Rich to Deployable Sensors for Embodied Multi-Sensory Learning
by: Zhao, Zihan, et al.
Published: (2025)

AmpliNetECG12: A lightweight SoftMax-based relativistic amplitude amplification architecture for 12 lead ECG classification
by: Srivastava, Shreya
Published: (2024)

CoSS: Co-optimizing Sensor and Sampling Rate for Data-Efficient AI in Human Activity Recognition
by: Liu, Mengxi, et al.
Published: (2024)

A Novel Spatiotemporal Correlation Anomaly Detection Method Based on Time-Frequency-Domain Feature Fusion and a Dynamic Graph Neural Network in Wireless Sensor Network
by: Ye, Miao, et al.
Published: (2025)

GDTM: An Indoor Geospatial Tracking Dataset with Distributed Multimodal Sensors
by: Jeong, Ho Lyun, et al.
Published: (2024)

WearBCI Dataset: Understanding and Benchmarking Real-World Wearable Brain-Computer Interfaces Signals
by: Liu, Haoxian, et al.
Published: (2026)

Comparative analysis of Realistic EMF Exposure Estimation from Low Density Sensor Network by Finite & Infinite Neural Networks
by: Mallik, Mohammed, et al.
Published: (2025)

BioDiffusion: A Versatile Diffusion Model for Biomedical Signal Synthesis
by: Li, Xiaomin, et al.
Published: (2024)

MEMS and ECM Sensor Technologies for Cardiorespiratory Sound Monitoring - A Comprehensive Review
by: Torabi, Yasaman, et al.
Published: (2024)

Multi-channel Time Series Decomposition Network For Generalizable Sensor-Based Activity Recognition
by: Pan, Jianguo, et al.
Published: (2024)

Multi-Sensor Fusion for UAV Classification Based on Feature Maps of Image and Radar Data
by: Sakellariou, Nikos, et al.
Published: (2024)

MobiVital: Self-supervised Time-series Quality Estimation for Contactless Respiration Monitoring Using UWB Radar
by: Wang, Ziqi, et al.
Published: (2025)

Self-Adaptive Quantum Kernel Principal Components Analysis for Compact Readout of Chemiresistive Sensor Arrays
by: Wang, Zeheng, et al.
Published: (2024)

Process Optimization and Deployment for Sensor-Based Human Activity Recognition Based on Deep Learning
by: Liu, Hanyu, et al.
Published: (2025)

rECGnition_v2.0: Self-Attentive Canonical Fusion of ECG and Patient Data using deep learning for effective Cardiac Diagnostics
by: Srivastava, Shreya, et al.
Published: (2025)

rECGnition_v1.0: Arrhythmia detection using cardiologist-inspired multi-modal architecture incorporating demographic attributes in ECG
by: Srivastava, Shreya, et al.
Published: (2024)

AI/ML based Joint Source and Channel Coding for HARQ-ACK Payload
by: Doshi, Akash, et al.
Published: (2025)

SignalLLM: A General-Purpose LLM Agent Framework for Automated Signal Processing
by: Ke, Junlong, et al.
Published: (2025)

TinyChirp: Bird Song Recognition Using TinyML Models on Low-power Wireless Acoustic Sensors
by: Huang, Zhaolan, et al.
Published: (2024)

A Comprehensive Benchmark for Electrocardiogram Time-Series
by: Tang, Zhijiang, et al.
Published: (2025)

Research on Feature Extraction Data Processing System For MRI of Brain Diseases Based on Computer Deep Learning
by: Xiao, Lingxi, et al.
Published: (2024)

Towards Auto-Building of Embedded FPGA-based Soft Sensors for Wastewater Flow Estimation
by: Ling, Tianheng, et al.
Published: (2024)