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Benchmarks
Classification on Covertype (Accuracy, F1 Score)
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95.81
Accuracy
Full Precision
79.2636
83.5593
87.855
92.1507
May 24, 2026
Accuracy
F1 Score
Updated 8d ago
Evaluation Results
Method
Method
Links
Accuracy
F1 Score
Full Precision
Precision=Full Precision
2026.05
95.81
93.73
QAT
Bit-width=8-bit
2026.05
84.7
68.8
QAT
Bit-width=4-bit
2026.05
84.6
68.2
NMP-QAT
2026.05
84.2
67.2
QAT
Bit-width=1.58-bit
2026.05
83.4
66.6
PPSO
2026.05
82.9
66.7
QAT
Bit-width=1-bit
2026.05
81.6
63
OWQ
2026.05
79.9
58.9
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