Taxonomic classification on MycoAI (test)
99.3Accuracy (Family)BarcodeMamba+ (large)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| BarcodeMamba+ (large)Size=49.2 M, Time=14.7 ms2025.12 | 99.3 | 97.7 | 88.9 | |
| BarcodeMamba+Size=12.1 M, Time=8.0 ms2025.12 | 99 | 96.5 | 81.7 | |
| BarcodeBERTSize=44.6 M, Time=8.8 ms2025.12 | 97.8 | 92 | 58.9 | |
| CNN EncoderSize=12.1 M, Time=5.8 ms2025.12 | 97.5 | 93.6 | 72.6 | |
| BLASTSize=N/A, Time=208.6 ms2025.12 | 94.7 | 93.1 | 55 | |
| MycoAI-CNN (Vu)Size=11.6 M, Time=11.8 ms2025.12 | 93.9 | 87.8 | 57.1 | |
| MycoAI-BERT (base)Size=18.4 M, Time=4.5 ms2025.12 | 93.2 | 80.3 | 39.3 |