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Benchmarks
Taxonomic classification on MycoAI (test)
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99.3
Accuracy (Family)
BarcodeMamba+ (large)
92.956
94.603
96.25
97.897
Dec 17, 2025
Accuracy (Family)
Accuracy (Genus)
Accuracy (Species)
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy (Family)
Accuracy (Genus)
Accuracy (Species)
BarcodeMamba+ (large)
Size=49.2 M, Time=14.7 ms
2025.12
99.3
97.7
88.9
BarcodeMamba+
Size=12.1 M, Time=8.0 ms
2025.12
99
96.5
81.7
BarcodeBERT
Size=44.6 M, Time=8.8 ms
2025.12
97.8
92
58.9
CNN Encoder
Size=12.1 M, Time=5.8 ms
2025.12
97.5
93.6
72.6
BLAST
Size=N/A, Time=208.6 ms
2025.12
94.7
93.1
55
MycoAI-CNN (Vu)
Size=11.6 M, Time=11.8 ms
2025.12
93.9
87.8
57.1
MycoAI-BERT (base)
Size=18.4 M, Time=4.5 ms
2025.12
93.2
80.3
39.3
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