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Benchmarks
Model Compression on spambase (Performance and Model Size)
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95.1
Performance Score
TreeExtract
90.212
91.481
92.75
94.019
May 12, 2026
Performance Score
Model Size
Updated 21d ago
Evaluation Results
Method
Method
Links
Performance Score
Model Size
TreeExtract
Memory Budget=100KB
2026.05
95.1
100
ForestPrune
Memory Budget=100KB
2026.05
94.6
100
GBM
Compression=None
2026.05
94.5
0.507
TreeExtract
Memory Budget=10KB
2026.05
94.4
10
SCATE
Memory Budget=100KB
2026.05
93.8
100
FP-SCATE
Memory Budget=100KB
2026.05
93.5
100
LOP
Memory Budget=100KB
2026.05
93.4
100
SCATE
Memory Budget=10KB
2026.05
92.8
10
FP-SCATE
Memory Budget=10KB
2026.05
92.6
10
LOP
Memory Budget=10KB
2026.05
92.2
10
FIRE
Memory Budget=10KB
2026.05
91.6
10
FIRE
Memory Budget=100KB
2026.05
91.6
100
ForestPrune
Memory Budget=10KB
2026.05
90.4
10
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