Order-level classification on Insects-1M 1.0 (test)
93.25AccuracyBioAutoML-NAS
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| BioAutoML-NAS2025.10 | 93.25 | 93.71 | 92.74 | 93.22 | |
| Swin Transformer-L2025.10 | 85.3 | 85.51 | 85 | 85.26 | |
| CoAtNet-72025.10 | 84.7 | 83.61 | 85.82 | 84.7 | |
| MAE2025.10 | 84.6 | 84.8 | 84.3 | 84.55 | |
| BEIT 32025.10 | 84.02 | 82.35 | 85.71 | 84 | |
| DeiT III-L2025.10 | 82 | 82 | 82 | 82 | |
| MobileViT2025.10 | 74.25 | 74.52 | 73.7 | 74.11 | |
| Tiny ViT2025.10 | 74 | 74.24 | 73.5 | 73.87 | |
| DeiT-Tiny2025.10 | 71 | 71.21 | 70.5 | 70.85 | |
| EfficientFormer2025.10 | 67.5 | 67.68 | 67 | 67.34 | |
| LeViT-128S2025.10 | 63.1 | 63.26 | 62.5 | 62.88 |