Body Pose Emotion Classification on Ours (test)
93.2AccuracyCNN_LSTM
Evaluation results
| Method | Links | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| CNN_LSTMModel=CNN_LSTM2026.06 | 93.2 | 0.065 | 2.2 | 1.9 | 5.3 | 12.4 | 96.7 | 97.2 | 97.1 | 83.9 | 47.3 | 0.057 | 0 | 77.5 | |
| LSTMModel=LSTM2026.06 | 86 | 0.063 | 4.3 | 3.3 | 9.3 | 23.3 | 91.6 | 71.3 | 97.6 | 80.1 | 81 | 0.149 | 0 | 72.1 | |
| TransformerModel=Transformer2026.06 | 81.7 | 0.064 | 5.6 | 3.8 | 8.3 | 28.4 | 82.7 | 38.9 | 98 | 76.1 | 80.7 | 0.286 | 0 | 76.2 | |
| MLPModel=MLP2026.06 | 64.3 | 0.072 | 19 | 11.7 | 5.4 | 50.5 | 39.8 | 6.9 | 97.9 | 64.7 | 70.5 | 1.121 | 0 | 77.1 |