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Benchmarks
Driver Attention Prediction on W3D
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0.53
CC
DeepLabV3
0.3428
0.3914
0.44
0.4886
Nov 16, 2025
CC
KL Divergence
SIM
AUC-J
AUC-B
NSS
Updated 1mo ago
Evaluation Results
Method
Method
Links
CC
KL Divergence
SIM
AUC-J
AUC-B
NSS
DeepLabV3
Training Data=Full BDD-A
2025.11
0.53
9.7
0.32
0.95
0.81
2.35
FSDAM
Training Data=BDD-A-90...
2025.11
0.53
1.27
0.44
0.91
0.87
3.5
DBNet
Training Data=Full BDD-A
2025.11
0.47
1.77
0.33
0.93
0.86
3.5
U²-Net
Training Data=Full BDD-A
2025.11
0.44
2.1
0.37
0.9
0.81
2.81
MINet
Training Data=Full BDD-A
2025.11
0.35
10.51
0.14
0.83
0.77
2.54
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