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Model Compression on friedman 1 (Performance, Model Size)
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97.2
Performance
SCATE
66.832
74.716
82.6
90.484
May 12, 2026
Performance
Model Size
Updated 21d ago
Evaluation Results
Method
Method
Links
Performance
Model Size
SCATE
Memory Budget=100KB
2026.05
97.2
100
FP-SCATE
Memory Budget=100KB
2026.05
92.7
100
TreeExtract
Memory Budget=10KB
2026.05
91.7
10
TreeExtract
Memory Budget=100KB
2026.05
91.7
100
GBM
Compression=None
2026.05
91
0.717
LOP
Memory Budget=100KB
2026.05
90.5
100
ForestPrune
Memory Budget=100KB
2026.05
89.9
100
SCATE
Memory Budget=10KB
2026.05
89.3
10
LOP
Memory Budget=10KB
2026.05
87.4
10
FP-SCATE
Memory Budget=10KB
2026.05
86.7
10
FIRE
Memory Budget=10KB
2026.05
79
10
FIRE
Memory Budget=100KB
2026.05
79
100
ForestPrune
Memory Budget=10KB
2026.05
68
10
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