Classification on Park River North Bound (train)
96.9AccuracyMulti-Sensor Attention Network
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Multi-Sensor Attention NetworkLearning Rate=5e-42025.12 | 96.9 | 99.9 | 85.9 | |
| Multi-Sensor Attention NetworkLearning Rate=1e-32025.12 | 96.3 | 99.7 | 85.2 | |
| Multi-Sensor Attention NetworkLearning Rate=1e-42025.12 | 95.6 | 99.6 | 84.4 | |
| Multi-Sensor Attention NetworkLearning Rate=5e-32025.12 | 95.1 | 99.5 | 83.9 | |
| Multi-Sensor Attention NetworkLearning Rate=5e-52025.12 | 94.8 | 99.4 | 83.6 | |
| Simple CNNLearning Rate=5e-42025.12 | 94.2 | 92.8 | 92.8 | |
| Simple CNNLearning Rate=1e-32025.12 | 93.8 | 92.4 | 92.2 | |
| Multi-Sensor Attention NetworkLearning Rate=1e-52025.12 | 93.7 | 99.1 | 82.5 | |
| Simple CNNLearning Rate=1e-42025.12 | 93.5 | 92.2 | 92 | |
| Simple CNNLearning Rate=5e-52025.12 | 92.8 | 91.5 | 91.2 | |
| Simple CNNLearning Rate=5e-32025.12 | 92.5 | 91.8 | 91.5 | |
| Simple CNNLearning Rate=1e-52025.12 | 92 | 90.8 | 90.5 | |
| Decision TreeLearning Rate=1e-52025.12 | 85.2 | 64.5 | 83.5 | |
| Decision TreeLearning Rate=5e-52025.12 | 85.2 | 64.5 | 83.5 | |
| Decision TreeLearning Rate=1e-42025.12 | 85.2 | 64.5 | 83.5 | |
| Decision TreeLearning Rate=5e-42025.12 | 85.2 | 64.5 | 83.5 | |
| Decision TreeLearning Rate=1e-32025.12 | 85.2 | 64.5 | 83.5 | |
| Decision TreeLearning Rate=5e-32025.12 | 85.2 | 64.5 | 83.5 | |
| Random ForestLearning Rate=1e-52025.12 | 84.8 | 74.8 | 81.8 | |
| Random ForestLearning Rate=5e-52025.12 | 84.8 | 74.8 | 81.8 | |
| Random ForestLearning Rate=1e-42025.12 | 84.8 | 74.8 | 81.8 | |
| Random ForestLearning Rate=5e-42025.12 | 84.8 | 74.8 | 81.8 | |
| Random ForestLearning Rate=1e-32025.12 | 84.8 | 74.8 | 81.8 | |
| Random ForestLearning Rate=5e-32025.12 | 84.8 | 74.8 | 81.8 | |
| SVM (RBF)Learning Rate=1e-52025.12 | 83.8 | 69.8 | 79.2 | |
| SVM (RBF)Learning Rate=5e-52025.12 | 83.8 | 69.8 | 79.2 | |
| SVM (RBF)Learning Rate=1e-42025.12 | 83.8 | 69.8 | 79.2 | |
| SVM (RBF)Learning Rate=5e-42025.12 | 83.8 | 69.8 | 79.2 | |
| SVM (RBF)Learning Rate=1e-32025.12 | 83.8 | 69.8 | 79.2 | |
| SVM (RBF)Learning Rate=5e-32025.12 | 83.8 | 69.8 | 79.2 |