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Benchmarks
Model Compression on abalone (Performance, Model Size)
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57.1
Performance Score
SCATE
43.996
47.398
50.8
54.202
May 12, 2026
Performance Score
Model Size
Updated 21d ago
Evaluation Results
Method
Method
Links
Performance Score
Model Size
SCATE
Memory Budget=100KB
2026.05
57.1
100
SCATE
Memory Budget=10KB
2026.05
56.2
10
FP-SCATE
Memory Budget=100KB
2026.05
55.2
100
FP-SCATE
Memory Budget=10KB
2026.05
54.7
10
TreeExtract
Memory Budget=100KB
2026.05
54.7
100
TreeExtract
Memory Budget=10KB
2026.05
54
10
GBM
Compression=None
2026.05
52.9
0.69
ForestPrune
Memory Budget=100KB
2026.05
52.8
100
LOP
Memory Budget=100KB
2026.05
52
100
LOP
Memory Budget=10KB
2026.05
50.5
10
FIRE
Memory Budget=10KB
2026.05
46.5
10
FIRE
Memory Budget=100KB
2026.05
46.5
100
ForestPrune
Memory Budget=10KB
2026.05
44.5
10
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