Activity of Daily Living Recognition on Kyoto7
73.3AccuracySICA_BiL-Res
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| SICA_BiL-ResTime/Batch (s)=0.0112025.10 | 73.3 | 74.9 | 73.8 | 73.3 | |
| CPCTime/Batch (s)=≪ 0.0012025.10 | 73.2 | 73.2 | 73.1 | 73 | |
| SICA_L-ResTime/Batch (s)=0.0102025.10 | 72.6 | 73.9 | 72.6 | 72.4 | |
| DCNNTime/Batch (s)=0.0092025.10 | 72.3 | 72.7 | 72.3 | 73.9 | |
| TDOSTTime/Batch (s)=0.0012025.10 | 70 | 70 | 70 | 70 | |
| GreyDCNNTime/Batch (s)=0.0092025.10 | 68 | 66.3 | 68 | 66.7 | |
| BinaryCNNTime/Batch (s)=0.0032025.10 | 66.8 | 70.1 | 66.8 | 66.6 | |
| GRUTime/Batch (s)=0.0012025.10 | 63.1 | 63.7 | 63.1 | 60.9 | |
| DeepCASASTime/Batch (s)=0.0012025.10 | 62.3 | 62.5 | 62.3 | 60.3 | |
| JointTemporalModelTime/Batch (s)=0.0012025.10 | 59.7 | 60.6 | 59.7 | 58.4 | |
| EmbeddingFCNTime/Batch (s)=0.0052025.10 | 59.3 | 57.1 | 59 | 55.5 | |
| TransformerTime/Batch (s)=0.0072025.10 | 56.1 | 58.7 | 56.1 | 56.1 | |
| GraphModelTime/Batch (s)=1.5862025.10 | 53.4 | 54.2 | 53.4 | 52 | |
| LSTM-CNNTime/Batch (s)=0.0032025.10 | 50.8 | 51.5 | 50.8 | 45.2 | |
| TCNTime/Batch (s)=0.0032025.10 | 44.2 | 32.4 | 44.2 | 33.7 | |
| Random ForestTime/Batch (s)=≪ 0.0012025.10 | 43.2 | 46.8 | 44.6 | 41.4 | |
| 1D-CNNTime/Batch (s)=0.0012025.10 | 42.7 | 40.4 | 42.7 | 40.6 | |
| SVMTime/Batch (s)=≪ 0.0012025.10 | 37 | 35.9 | 37 | 35.8 |