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Benchmarks
Rotated Object Detection on FAIR1M 2.0 (test)
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54.57
mAP
SkySense
45.8548
48.1174
50.38
52.6426
Mar 20, 2024
mAP
Updated 1mo ago
Evaluation Results
Method
Method
Links
mAP
SkySense
Backbone=Swin-H
2024.03
54.57
MAE
Backbone=ViT-L + RVSA
2024.03
53.2
MAE + MTP
Backbone=ViT-L + RVSA
2024.03
53
MAE + MTP
Backbone=ViT-B + RVSA
2024.03
51.92
MAE
Backbone=ViT-B + RVSA
2024.03
51.56
IMP + MTP
Backbone=InternImage-XL
2024.03
50.93
IMP
Backbone=InternImage-XL
2024.03
50.67
CMID
Backbone=Swin-B, MS=false
2024.03
50.58
GFM
Backbone=Swin-B, MS=true
2024.03
49.69
TOY
Backbone=ResNet-50, MS...
2024.03
49.62
Scale-MAE
Backbone=ViT-L, MS=true
2024.03
48.31
GASSL
Backbone=ResNet-50, MS...
2024.03
48.15
CACO
Backbone=ResNet-50, MS...
2024.03
47.83
SatMAE
Backbone=ViT-L, MS=true
2024.03
46.55
RingMo
Backbone=Swin-B
2024.03
46.21
SatLas
Backbone=Swin-B, MS=true
2024.03
46.19
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