Taxonomic classification on Yeast (test)
98.8Accuracy (Family)BarcodeMamba+ (large)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| BarcodeMamba+ (large)Size=49.2 M, Time=14.7 ms2025.12 | 98.8 | 95.9 | 83.6 | |
| BarcodeMamba+Size=12.1 M, Time=8.0 ms2025.12 | 98.7 | 95.3 | 80.6 | |
| BarcodeBERTSize=44.6 M, Time=8.8 ms2025.12 | 95.4 | 88.6 | 59.1 | |
| CNN EncoderSize=12.1 M, Time=5.8 ms2025.12 | 94.1 | 88.3 | 67.6 | |
| MycoAI-CNN (Vu)Size=11.6 M, Time=11.8 ms2025.12 | 90.5 | 86.4 | 60 | |
| MycoAI-BERT (base)Size=18.4 M, Time=4.5 ms2025.12 | 88.9 | 75.7 | 33.5 | |
| BLASTSize=N/A, Time=208.6 ms2025.12 | 86.6 | 92.9 | 75.4 |