Plant disease recognition on PlantDoc 52 (test)
0.9564AccuracyPSMamba
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| PSMambaYear=-, Backbone=Mamba2025.12 | 0.9564 | 0.9423 | 0.9427 | 0.9411 | |
| ConMambaYear=2025, Backbone=Mamba2025.12 | 0.9429 | 0.9388 | 0.9387 | 0.9397 | |
| IEM-ViTYear=2024, Backbone=Transformer2025.12 | 0.9317 | 0.9249 | 0.9231 | 0.924 | |
| Mix-ViTYear=2024, Backbone=Transformer2025.12 | 0.9263 | 0.9204 | 0.9182 | 0.9192 | |
| ViTYear=2024, Backbone=Transformer2025.12 | 0.8833 | 0.8761 | 0.8789 | 0.8773 | |
| DINOYear=2021, Backbone=Transformer2025.12 | 0.8823 | 0.8772 | 0.8791 | 0.8781 | |
| MAEYear=2022, Backbone=Transformer2025.12 | 0.8814 | 0.8753 | 0.8772 | 0.8762 | |
| ContraLYear=2024, Backbone=CNN2025.12 | 0.8746 | 0.8673 | 0.8627 | 0.8648 | |
| MaskCOVYear=2023, Backbone=CNN2025.12 | 0.8603 | 0.8539 | 0.8522 | 0.853 | |
| SwAVYear=2020, Backbone=CNN2025.12 | 0.8495 | 0.8421 | 0.8394 | 0.8407 | |
| SimSiamYear=2021, Backbone=CNN2025.12 | 0.8476 | 0.8392 | 0.8433 | 0.8412 | |
| BYOLYear=2020, Backbone=CNN2025.12 | 0.8353 | 0.8293 | 0.8313 | 0.8303 | |
| TransFGYear=2021, Backbone=Transformer2025.12 | 0.8324 | 0.827 | 0.8292 | 0.8281 | |
| DeiTYear=2021, Backbone=Transformer2025.12 | 0.8294 | 0.8231 | 0.8259 | 0.8244 | |
| MoCoYear=2021, Backbone=CNN2025.12 | 0.8213 | 0.8163 | 0.8181 | 0.8172 | |
| SimCLRYear=2020, Backbone=CNN2025.12 | 0.8143 | 0.8067 | 0.8104 | 0.8085 | |
| UnifiedYear=2025, Backbone=CNN2025.12 | 0.7782 | 0.8 | 0.7824 | 0.7748 |