Binary classification on Custom multimodal sensor dataset stuckness detection (test)
69.8AccuracyLSTM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| LSTMType=Time series2026.05 | 69.8 | 69.3 | 75.4 | 71.8 | |
| 2D CNNType=Spectrograms2026.05 | 69.7 | 67.1 | 93.3 | 76.8 | |
| Gradient BoostingType=Tabular2026.05 | 68.8 | 70.7 | 65 | 66.9 | |
| CNN–LSTMType=Time series2026.05 | 68.6 | 65.4 | 82.8 | 72.7 | |
| SVM RBFType=Tabular2026.05 | 63.6 | 64.4 | 59.2 | 61.2 | |
| KNNType=Tabular2026.05 | 63.3 | 63.6 | 61.5 | 62.1 | |
| 1D CNNType=Time series2026.05 | 62.5 | 62.2 | 64.6 | 62.6 | |
| Decision TreeType=Tabular2026.05 | 62.5 | 66.3 | 55.6 | 59.1 | |
| Random ForestType=Tabular2026.05 | 62.4 | 60.6 | 57.2 | 58.4 | |
| MLPType=Tabular2026.05 | 58.6 | 55.2 | 71.3 | 61 |