Body Pose Emotion Classification on MotionLCM (test)
98.6AccuracyTransformer
Evaluation Results
| Method | Links | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| TransformerModel=Transformer2026.06 | 98.6 | 0.032 | 0.001 | 0.001 | 0.003 | 0.021 | 0.977 | 0.982 | 0.774 | 0.987 | 0.608 | 0.038 | 0 | 0.779 | |
| CNN_LSTMModel=CNN_LSTM2026.06 | 98.4 | 0.036 | 0.001 | 0.001 | 0.004 | 0.026 | 0.977 | 0.983 | 0.746 | 0.981 | 0.466 | 0.048 | 0 | 0.615 | |
| LSTMModel=LSTM2026.06 | 98.1 | 0.035 | 0.001 | 0.001 | 0.003 | 0.03 | 0.965 | 0.95 | 0.768 | 0.979 | 0.627 | 0.07 | 0 | 0.788 | |
| MLPModel=MLP2026.06 | 73.8 | 0.042 | 0.116 | 0.078 | 0.165 | 0.421 | 0.364 | 0.06 | 0.964 | 0.906 | 0.443 | 1.175 | 0 | 0.602 |