Activity of Daily Living Recognition on Milan
89.8AccuracySICA_L-Res
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| SICA_L-ResTime/Batch (s)=0.0102025.10 | 89.8 | 89.8 | 89.8 | 89.6 | |
| SICA_BiL-ResTime/Batch (s)=0.0112025.10 | 89.5 | 89.7 | 89.5 | 89.5 | |
| TDOSTTime/Batch (s)=0.0012025.10 | 88.7 | 88.5 | 88.7 | 88.4 | |
| CPCTime/Batch (s)=≪ 0.0012025.10 | 85.9 | 86.3 | 86 | 85.7 | |
| DeepCASASTime/Batch (s)=0.0012025.10 | 85.3 | 84.7 | 85.3 | 84.8 | |
| GraphModelTime/Batch (s)=1.5862025.10 | 82.8 | 82.3 | 82.8 | 82.3 | |
| DCNNTime/Batch (s)=0.0092025.10 | 81 | 80.9 | 81 | 80.9 | |
| BinaryCNNTime/Batch (s)=0.0032025.10 | 79 | 78.4 | 79 | 78.4 | |
| JointTemporalModelTime/Batch (s)=0.0012025.10 | 78.9 | 75.8 | 78.9 | 77 | |
| TransformerTime/Batch (s)=0.0072025.10 | 77.8 | 74.9 | 77.8 | 75.6 | |
| GRUTime/Batch (s)=0.0012025.10 | 76.9 | 75.5 | 76.8 | 75.7 | |
| EmbeddingFCNTime/Batch (s)=0.0052025.10 | 72.8 | 72 | 73 | 71 | |
| LSTM-CNNTime/Batch (s)=0.0032025.10 | 71.2 | 67.6 | 71.2 | 69 | |
| GreyDCNNTime/Batch (s)=0.0092025.10 | 68.6 | 68.3 | 68.6 | 67 | |
| TCNTime/Batch (s)=0.0032025.10 | 62.2 | 59.5 | 62.2 | 59.4 | |
| SVMTime/Batch (s)=≪ 0.0012025.10 | 51.1 | 46.1 | 51.1 | 47.6 | |
| 1D-CNNTime/Batch (s)=0.0012025.10 | 46.2 | 44 | 46.2 | 44.5 | |
| Random ForestTime/Batch (s)=≪ 0.0012025.10 | 32 | 40 | 37.8 | 34.8 |