Activity of Daily Living Recognition on Cairo
88.9AccuracySICA_BiL-Res
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| SICA_BiL-ResTime/Batch (s)=0.0112025.10 | 88.9 | 88.8 | 88.9 | 88.7 | |
| SICA_L-ResTime/Batch (s)=0.0102025.10 | 88.5 | 89.3 | 88.5 | 88.6 | |
| GRUTime/Batch (s)=0.0012025.10 | 83 | 82.3 | 82.7 | 82.2 | |
| BinaryCNNTime/Batch (s)=0.0032025.10 | 82.3 | 83.9 | 82.3 | 82.6 | |
| TDOSTTime/Batch (s)=0.0012025.10 | 81 | 80.3 | 81 | 79.3 | |
| DeepCASASTime/Batch (s)=0.0012025.10 | 80.2 | 78.8 | 80.2 | 78.9 | |
| GreyDCNNTime/Batch (s)=0.0092025.10 | 80.2 | 81.5 | 80.2 | 79.7 | |
| JointTemporalModelTime/Batch (s)=0.0012025.10 | 77.5 | 80.4 | 77.5 | 78 | |
| GraphModelTime/Batch (s)=1.5862025.10 | 76.7 | 77.1 | 76.7 | 76.8 | |
| DCNNTime/Batch (s)=0.0092025.10 | 75.7 | 77.8 | 75.7 | 76.3 | |
| CPCTime/Batch (s)=≪ 0.0012025.10 | 73.7 | 73 | 73.7 | 72.5 | |
| TransformerTime/Batch (s)=0.0072025.10 | 71.7 | 71.4 | 71.6 | 70.8 | |
| TCNTime/Batch (s)=0.0032025.10 | 66.8 | 67.6 | 66.8 | 65.3 | |
| LSTM-CNNTime/Batch (s)=0.0032025.10 | 62.3 | 56.9 | 62.3 | 58.5 | |
| Random ForestTime/Batch (s)=≪ 0.0012025.10 | 61.7 | 53.9 | 57.4 | 52.6 | |
| SVMTime/Batch (s)=≪ 0.0012025.10 | 60 | 61.3 | 60 | 60.1 | |
| 1D-CNNTime/Batch (s)=0.0012025.10 | 56.7 | 57.7 | 56.7 | 56.8 | |
| EmbeddingFCNTime/Batch (s)=0.0052025.10 | 48.3 | 37.1 | 48.1 | 40 |