OpenCodePapers

image-classification-on-resisc45

Image Classification
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PaperCodeTop 1 AccuracyF1zero-shot AccModelNameReleaseDate
In-domain representation learning for remote sensing✓ Link96.83ResNet502019-11-15
LWGANet: A Lightweight Group Attention Backbone for Remote Sensing Visual Tasks✓ Link96.17LWGANet L22025-01-17
DecoupleNet: A Lightweight Backbone Network With Efficient Feature Decoupling for Remote Sensing Visual Tasks✓ Link95.87DecoupleNet D22024-09-23
LWGANet: A Lightweight Group Attention Backbone for Remote Sensing Visual Tasks✓ Link95.70LWGANet L12025-01-17
Vision Models Are More Robust And Fair When Pretrained On Uncurated Images Without Supervision✓ Link95.61SEER (RegNet10B)2022-02-16
LWGANet: A Lightweight Group Attention Backbone for Remote Sensing Visual Tasks✓ Link95.49LWGANet L02025-01-17
All Grains, One Scheme (AGOS): Learning Multi-grain Instance Representation for Aerial Scene Classification✓ Link94.91AGOS2022-05-06
Vision Models Are More Robust And Fair When Pretrained On Uncurated Images Without Supervision✓ Link94.73SwAV (ResNet50-w5)2022-02-16
Vision Models Are More Robust And Fair When Pretrained On Uncurated Images Without Supervision✓ Link93.97DINO (DeiT-B/16)2022-02-16
Local semantic enhanced convnet for aerial scene recognition✓ Link93.49LSENet2021-07-08
Vision Models Are More Robust And Fair When Pretrained On Uncurated Images Without Supervision✓ Link93.35MoCo-v3 (ViT-B/16)2022-02-16
Vision Models Are More Robust And Fair When Pretrained On Uncurated Images Without Supervision✓ Link92.7CLIP (ViT-B/16)2022-02-16
[]()92.53BYOL (ResNet200-w2)
Vision Models Are More Robust And Fair When Pretrained On Uncurated Images Without Supervision✓ Link92.48DeiT-B/162022-02-16
Vision Models Are More Robust And Fair When Pretrained On Uncurated Images Without Supervision✓ Link89.77SimCLR-v2 (ResNet152-w3 + SK)2022-02-16
Vision Models Are More Robust And Fair When Pretrained On Uncurated Images Without Supervision✓ Link88.56ResNet50 (ImageNet-supervised)2022-02-16
A multiple-instance densely-connected ConvNet for aerial scene classification✓ Link87.99MIDC-Net2020-03-03
Vision Models Are More Robust And Fair When Pretrained On Uncurated Images Without Supervision✓ Link85.4MoCo-v2 (ResNet50)2022-02-16
SAG-ViT: A Scale-Aware, High-Fidelity Patching Approach with Graph Attention for Vision Transformers✓ Link95.49SAG-ViT2024-11-14
SkySense: A Multi-Modal Remote Sensing Foundation Model Towards Universal Interpretation for Earth Observation Imagery✓ Link83.28SkySense-O2023-12-15
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