paper-with-me

Human Activity Recognition 벤치마크

Human Activity Recognition on OAD dataset

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Accuracy

86.81 88.91 91.02 93.12 95.22 2020-02 2026-11 STIE + VGG16(fine-tuning) — 86.81 (2020-02-08) STIE + VGG16(fine-tuning) — 86.81 (2020-02-08) STIE + VGG16(fine-tuning) — 86.81 (2020-02-08) ESTIE + VGG16 (transfer-learning) — 95.22 (2023-12-15) STIE + VGG16 (transfer-learning) — 94.77 (2023-12-15) ESTIE + VGG16 (transfer-learning) — 95.22 (2023-12-15) STIE + VGG16 (transfer-learning) — 94.77 (2023-12-15) ESTIE + VGG16 (transfer-learning) — 95.22 (2023-12-15) STIE + VGG16 (transfer-learning) — 94.77 (2023-12-15) STIE + VGG16(fine-tuning) — 86.81 (2020-02-08) ESTIE + VGG16 (transfer-learning) — 95.22 (2023-12-15)
RankModel Accuracy PaperCodeYear
1 ESTIE + VGG16 (transfer-learning) 95.22 Enhanced Spatio- Temporal Image Encoding for Online Human Activity Recognition nassimmokhtari/Enhanced-Spatio-Temporal-Image-Encoding 2023
2 STIE + VGG16 (transfer-learning) 94.77 Enhanced Spatio- Temporal Image Encoding for Online Human Activity Recognition nassimmokhtari/Enhanced-Spatio-Temporal-Image-Encoding 2023
3 STIE + VGG16(fine-tuning) 86.81 Human Activity Recognition: A Spatio-temporal Image Encoding of 3D Skeleton Data for Online Action Detection nassimmokhtari/Spatio-Temporal-Image-Encoding 2020
4 ESTIE + VGG16 (transfer-learning) 95.22 Enhanced Spatio- Temporal Image Encoding for Online Human Activity Recognition nassimmokhtari/Enhanced-Spatio-Temporal-Image-Encoding 2023
5 STIE + VGG16 (transfer-learning) 94.77 Enhanced Spatio- Temporal Image Encoding for Online Human Activity Recognition nassimmokhtari/Enhanced-Spatio-Temporal-Image-Encoding 2023
6 STIE + VGG16(fine-tuning) 86.81 Human Activity Recognition: A Spatio-temporal Image Encoding of 3D Skeleton Data for Online Action Detection nassimmokhtari/Spatio-Temporal-Image-Encoding 2020
7 ESTIE + VGG16 (transfer-learning) 95.22 Enhanced Spatio- Temporal Image Encoding for Online Human Activity Recognition nassimmokhtari/Enhanced-Spatio-Temporal-Image-Encoding 2023
8 STIE + VGG16 (transfer-learning) 94.77 Enhanced Spatio- Temporal Image Encoding for Online Human Activity Recognition nassimmokhtari/Enhanced-Spatio-Temporal-Image-Encoding 2023
9 STIE + VGG16(fine-tuning) 86.81 Human Activity Recognition: A Spatio-temporal Image Encoding of 3D Skeleton Data for Online Action Detection nassimmokhtari/Spatio-Temporal-Image-Encoding 2020
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