Plant Disease Recognition on Citrus
92.26AccuracyPSMamba
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| PSMambaBackbone=Mamba2025.12 | 92.26 | 91.81 | 91.42 | 91.71 | |
| ConMambaYear=2025, Backbone=Mamba2025.12 | 91.38 | 91.74 | 90.51 | 91.66 | |
| IEM-ViTYear=2024, Backbone=Transformer2025.12 | 90.63 | 89.97 | 89.59 | 89.77 | |
| Mix-ViTYear=2024, Backbone=Transformer2025.12 | 90.27 | 89.61 | 89.41 | 89.5 | |
| StateSpace-SSLBackbone=Vision Mamba2025.12 | 89.83 | — | — | — | |
| ViTYear=2024, Backbone=Transformer2025.12 | 89.73 | 89.22 | 88.97 | 89.1 | |
| Hybrid ViTBackbone=ViT-S + RN502025.12 | 89.7 | — | — | — | |
| MaskCOVYear=2023, Backbone=CNN2025.12 | 89.63 | 89.14 | 88.74 | 88.92 | |
| MaskCOVBackbone=ResNet-502025.12 | 89.6 | — | — | — | |
| TransFGYear=2021, Backbone=Transformer2025.12 | 89.53 | 88.93 | 89.09 | 89.01 | |
| TransFGBackbone=ViT-S2025.12 | 89.5 | — | — | — | |
| DINOYear=2021, Backbone=Transformer2025.12 | 89.44 | 88.93 | 88.71 | 88.82 | |
| DINOBackbone=ViT-S2025.12 | 89.4 | — | — | — | |
| ClusteringYear=2022, Backbone=CNN2025.12 | 89.33 | 88.69 | 88.85 | 88.77 | |
| MAEYear=2022, Backbone=Transformer2025.12 | 89.13 | 88.62 | 88.33 | 88.44 | |
| MAEBackbone=ViT-B2025.12 | 89.1 | — | — | — | |
| DeiTYear=2021, Backbone=Transformer2025.12 | 89.03 | 88.59 | 88.17 | 88.39 | |
| DeiTBackbone=ViT-S2025.12 | 89 | — | — | — | |
| SimSiamYear=2021, Backbone=CNN2025.12 | 87.53 | 86.72 | 86.41 | 86.55 | |
| BYOLYear=2020, Backbone=CNN2025.12 | 87.24 | 86.69 | 86.91 | 86.8 | |
| BYOLBackbone=ResNet-50, Evaluation Protocol=Fine Tune2025.12 | 87.2 | — | — | — | |
| MoCoYear=2021, Backbone=CNN2025.12 | 87.03 | 86.41 | 86.71 | 86.52 | |
| MoCo v2Backbone=ResNet-50, Evaluation Protocol=Fine Tune2025.12 | 87 | — | — | — | |
| SimCLRYear=2020, Backbone=CNN2025.12 | 86.14 | 85.63 | 85.82 | 85.72 | |
| SimCLRBackbone=ResNet-50, Evaluation Protocol=Fine Tune2025.12 | 86.1 | — | — | — | |
| BYOLBackbone=ResNet-50, Evaluation Protocol=Large2025.12 | 85.4 | — | — | — | |
| SimCLRBackbone=ResNet-50, Evaluation Protocol=Large2025.12 | 84.3 | — | — | — | |
| MoCo v2Backbone=ResNet-50, Evaluation Protocol=Large2025.12 | 83.1 | — | — | — | |
| CIKICSYear=2021, Backbone=CNN2025.12 | 64.13 | 52.13 | 42.19 | 46.58 |