TS-LSTM

Reported on 4 benchmarks across 2 tasks · 1 paper

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Robots2 results

Activity RecognitiononHMDB-51
Average accuracy of 3 splits· 2017-03-30
69
best: 88.7 (VideoMAE V2-g)
TS-LSTM and Temporal-Inception: Exploiting Spatiotemporal Dynamics for Activity Recognition arXiv:1703.10667
Activity RecognitiononUCF101
3-fold Accuracy· 2017-03-30
94.1
best: 99.7 (FTP-UniFormerV2-L/14)
TS-LSTM and Temporal-Inception: Exploiting Spatiotemporal Dynamics for Activity Recognition arXiv:1703.10667

Time Series2 results

Action RecognitiononHMDB-51
Average accuracy of 3 splits· 2017-03-30
69
best: 88.7 (VideoMAE V2-g)
TS-LSTM and Temporal-Inception: Exploiting Spatiotemporal Dynamics for Activity Recognition arXiv:1703.10667
Action RecognitiononUCF101
3-fold Accuracy· 2017-03-30
94.1
best: 99.7 (FTP-UniFormerV2-L/14)
TS-LSTM and Temporal-Inception: Exploiting Spatiotemporal Dynamics for Activity Recognition arXiv:1703.10667