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Benchmarks
Classification on CIFAR 10 (test)
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2.04
Mean Prediction Set Size
Model-based Fano bound
1.7216
3.8708
6.02
8.1692
May 3, 2024
Mean Prediction Set Size
Updated 4d ago
Evaluation Results
Method
Method
Links
Mean Prediction Set Size
Model-based Fano bound
Score Function=THR, Si...
2024.05
2.04
Simple Fano bound
Score Function=THR, Si...
2024.05
2.07
DPI bound
Score Function=THR, Si...
2024.05
2.28
CE
Score Function=THR, Si...
2024.05
2.3
Simple Fano bound
Score Function=THR, Si...
2024.05
2.39
Model-based Fano bound
Score Function=THR, Si...
2024.05
2.52
CE
Score Function=THR, Si...
2024.05
2.73
DPI bound
Score Function=THR, Si...
2024.05
2.76
ConfTr_class
Score Function=THR, Si...
2024.05
3.39
ConfTr_class
Score Function=THR, Si...
2024.05
3.53
ConfTr
Score Function=THR, Si...
2024.05
10
ConfTr
Score Function=THR, Si...
2024.05
10
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