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Models/SelectiveMAE+ViT-B

SelectiveMAE+ViT-B

Reported on 7 benchmarks across 7 tasks · 1 paper

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Methodology4 results

3DonDIOR
AP50· 2024-06-17
77.8
best: 81.1 (MAE+MTP(ViT-L+RVSA))
Scaling Efficient Masked Image Modeling on Large Remote Sensing Dataset arXiv:2406.11933
2D ClassificationonDIOR
AP50· 2024-06-17
77.8
best: 81.1 (MAE+MTP(ViT-L+RVSA))
Scaling Efficient Masked Image Modeling on Large Remote Sensing Dataset arXiv:2406.11933
2D Object DetectiononDIOR
AP50· 2024-06-17
77.8
best: 81.1 (MAE+MTP(ViT-L+RVSA))
Scaling Efficient Masked Image Modeling on Large Remote Sensing Dataset arXiv:2406.11933
16konDIOR
AP50· 2024-06-17
77.8
best: 81.1 (MAE+MTP(ViT-L+RVSA))
Scaling Efficient Masked Image Modeling on Large Remote Sensing Dataset arXiv:2406.11933

Medical1 result

Semantic SegmentationonSpaceNet 1
Mean IoU· uses extra data· 2024-06-17
79.5
best: 79.69 (MAE+MTP(ViT-L))
Scaling Efficient Masked Image Modeling on Large Remote Sensing Dataset arXiv:2406.11933

Computer Vision1 result

Object DetectiononDIOR
AP50· 2024-06-17
77.8
best: 81.1 (MAE+MTP(ViT-L+RVSA))
Scaling Efficient Masked Image Modeling on Large Remote Sensing Dataset arXiv:2406.11933

Audio1 result

10-shot image generationonSpaceNet 1
Mean IoU· uses extra data· 2024-06-17
79.5
best: 79.69 (MAE+MTP(ViT-L))
Scaling Efficient Masked Image Modeling on Large Remote Sensing Dataset arXiv:2406.11933