OpenCodePapers
multi-label-image-classification-on
Image Classification
Multi-Label Image Classification
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Paper
Code
mAP (micro)
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mAP (macro)
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FScore
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official split
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ModelName
ReleaseDate
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SSL4EO-S12: A Large-Scale Multi-Modal, Multi-Temporal Dataset for Self-Supervised Learning in Earth Observation
✓ Link
91.8
No
MoCo-v2 (ResNet50, fine tune)
2022-11-13
SSL4EO-S12: A Large-Scale Multi-Modal, Multi-Temporal Dataset for Self-Supervised Learning in Earth Observation
✓ Link
89.9
No
MoCo-v3 (ViT-S/16, fine tune)
2022-11-13
Self-supervised Learning in Remote Sensing: A Review
✓ Link
89.3
No
MoCo-v2 (ResNet18, fine tune)
2022-06-27
SSL4EO-S12: A Large-Scale Multi-Modal, Multi-Temporal Dataset for Self-Supervised Learning in Earth Observation
✓ Link
88.9
No
MAE (ViT-S/16, fine tune)
2022-11-13
Extending global-local view alignment for self-supervised learning with remote sensing imagery
✓ Link
88.75
No
DINO-MC
2023-03-12
In-domain representation learning for remote sensing
✓ Link
75.36
ResNet50
2019-11-15
Benchmarking and scaling of deep learning models for land cover image classification
✓ Link
79
Yes
WideResNet-B5-ECA
2021-11-18
Benchmarking and scaling of deep learning models for land cover image classification
✓ Link
77.1
Yes
ViTM/20
2021-11-18
Benchmarking and scaling of deep learning models for land cover image classification
✓ Link
76.8
Yes
ResNet50
2021-11-18
Benchmarking and scaling of deep learning models for land cover image classification
✓ Link
75.2
Yes
MLPMixer
2021-11-18