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Label Distribution Learning on SCUT (3 random splits)
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0.2949
KL Divergence
ERDF
0.284108
0.356954
0.4298
0.502646
Feb 6, 2026
KL Divergence
Chebyshev Distance
Clark Coefficient
Canberra Distance
Cosine Similarity
Intersection Score
Updated 4d ago
Evaluation Results
Method
Method
Links
KL Divergence
Chebyshev Distance
Clark Coefficient
Canberra Distance
Cosine Similarity
Intersection Score
ERDF
number of trees=100, m...
2026.02
0.2949
0.2092
1.3523
2.4651
0.8782
75.52
StructRF
number of trees=100, m...
2026.02
0.3337
0.2303
1.3675
2.522
0.8624
72.1
AA-BP
optimizer=SA-BFGS, max...
2026.02
0.3851
0.2629
1.3846
2.5792
0.8414
67.92
AA-KNN
k=5, distance metric=m...
2026.02
0.5241
0.2537
1.3043
2.3985
0.8294
69.42
LDL-SCL
hyperparameters=λ1, λ2...
2026.02
0.5647
0.3418
1.4561
2.8076
0.7598
57.5
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