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Benchmarks
Genomics Classification on PBMC3k
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93.33
Accuracy
RigL-only
91.77
92.175
92.58
92.985
Mar 17, 2026
Accuracy
Macro-F1
MACs (×10^6)
MACs Reduction (%)
Time (s)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
Macro-F1
MACs (×10^6)
MACs Reduction (%)
Time (s)
RigL-only
2026.03
93.33
94.18
0.629
74.87
9.61
DynamicGate
2026.03
92.57
94.18
0.988
60.57
8.32
Dropout
2026.03
92.48
94.22
2.505
0
7.75
DynamicGate+RigL
optimization=RigL
2026.03
92.43
93.43
0.541
78.41
11.24
Pruned
2026.03
92.17
93.95
1.252
50
3.31
Baseline
2026.03
91.83
93.29
2.505
0
7.2
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