Order-level classification on BIOSCAN-5M 1.0 (test)
96.81AccuracyBioAutoML-NAS
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| BioAutoML-NAS2025.10 | 96.81 | 97.46 | 96.81 | 97.05 | |
| CoAtNet-72025.10 | 86.41 | 86.5 | 86.1 | 86.25 | |
| BEIT 32025.10 | 85.96 | 86.1 | 85.5 | 85.81 | |
| Swin Transformer-L2025.10 | 85.29 | 85.4 | 85 | 85.13 | |
| MAE2025.10 | 84.67 | 84.8 | 84.3 | 84.55 | |
| DeiT III-L2025.10 | 84.09 | 84.2 | 83.7 | 83.94 | |
| Tiny ViT2025.10 | 75.88 | 76.1 | 75.2 | 75.61 | |
| MobileViT2025.10 | 74.38 | 74.5 | 73.7 | 74.11 | |
| DeiT-Tiny2025.10 | 73.04 | 73.2 | 72.4 | 72.78 | |
| EfficientFormer2025.10 | 69.77 | 69.9 | 69.1 | 69.54 | |
| LeViT-128S2025.10 | 65.33 | 65.5 | 64.8 | 65.08 |