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Datasets/HAR

HAR

Human Activity Recognition Using Smartphones

Time seriesPublic domainIntroduced 2013-01-01

The Human Activity Recognition Dataset has been collected from 30 subjects performing six different activities (Walking, Walking Upstairs, Walking Downstairs, Sitting, Standing, Laying). It consists of inertial sensor data that was collected using a smartphone carried by the subjects.

Source: http://archive.ics.uci.edu/ml/datasets/Human+Activity+Recognition+Using+Smartphones Image Source: https://www.youtube.com/watch?v=XOEN9W05_4A

Benchmarks

Action Detection/AccuracyAction Detection/F1 MacroAction Detection/Macro-F1Activity Recognition/AccuracyActivity Recognition/F1 MacroActivity Recognition/Macro-F1Activity Recognition/1:1 AccuracyHuman Activity Recognition/AccuracyHuman Activity Recognition/F1 MacroHuman Activity Recognition/Macro-F1Image Clustering/AccuracyImage Clustering/NMI

Related Benchmarks

HARD/Sentiment Analysis/AccuracyHARPER/1 Image, 2*2 Stitchi/Average MPJPE (mm)HARPER/1 Image, 2*2 Stitchi/Average MPJPE (mm) @ 1000msHARPER/1 Image, 2*2 Stitchi/Average MPJPE (mm) @ 400msHARPER/1 Image, 2*2 Stitchi/Last Frame MPJPE (mm) @ 1000msHARPER/1 Image, 2*2 Stitchi/Last Frame MPJPE (mm) @ 400msHARPER/2D Classification/PCKHARPER/2D Pose Estimation/PCKHARPER/3D/Average MPJPE (mm)HARPER/3D/Average MPJPE (mm) @ 1000msHARPER/3D/Average MPJPE (mm) @ 400msHARPER/3D/Last Frame MPJPE (mm) @ 1000msHARPER/3D/Last Frame MPJPE (mm) @ 400msHARPER/3D Pose Estimation/Average MPJPE (mm)HARPER/Pose Estimation/Average MPJPE (mm)HARPER/Pose Estimation/Average MPJPE (mm) @ 1000msHARPER/Pose Estimation/Average MPJPE (mm) @ 400msHARPER/Pose Estimation/Last Frame MPJPE (mm) @ 1000msHARPER/Pose Estimation/Last Frame MPJPE (mm) @ 400msHarMeme/Meme Classification/AUROCHarMeme/Meme Classification/AccuracyHarm-P/Meme Classification/AccuracyHarm-P/Meme Classification/F1HarmfulQA/Text Generation/ASRHarmonix/Beat Tracking/F1Harmonix/Downbeat Tracking/F1Harry Potter Dialogue Dataset/Chatbot/mauveHarry Potter Dialogue Dataset/Dialogue/Recall 10@1Harry Potter Dialogue Dataset/Dialogue/mauveHarry Potter Dialogue Dataset/Dialogue Generation/mauveHarry Potter Dialogue Dataset/Text Generation/mauveHarveyNER/Named Entity Recognition (NER)/Entity F1

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Papers
307
Benchmarks
12

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Tasks

Action DetectionActivity RecognitionHuman Activity RecognitionImage ClusteringRecognizing And Localizing Human Actions