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Mixture Proportion Prediction on SMELLNET-MIXTURE (unseen)
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2.302
KL Divergence
MLP
2.27732
2.44391
2.6105
2.77709
May 30, 2025
KL Divergence
MAE
Cosine Similarity
Updated 1mo ago
Evaluation Results
Method
Method
Links
KL Divergence
MAE
Cosine Similarity
MLP
window_size=100
2025.05
2.302
0.111
0.799
LSTM
window_size=100
2025.05
2.441
0.115
0.856
SCENTFORMER
window_size=100
2025.05
2.454
0.111
0.895
CNN
window_size=100
2025.05
2.488
0.116
0.824
LSTM
window_size=50
2025.05
2.532
0.116
0.848
SCENTFORMER
window_size=50
2025.05
2.618
0.11
0.863
CNN
window_size=50
2025.05
2.649
0.116
0.86
MLP
window_size=50
2025.05
2.919
0.119
0.86
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