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Benchmarks
Object Detection on 7-channel brain cell dataset (val)
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64.6
mAP (Box)
DAMA
63.04
63.445
63.85
64.255
May 10, 2022
mAP (Box)
mAP@50 (Box)
mAP@75 (Box)
Updated 4d ago
Evaluation Results
Method
Method
Links
mAP (Box)
mAP@50 (Box)
mAP@75 (Box)
DAMA
Backbone=ViT, Pre-trai...
2022.05
64.6
91.4
75.3
SimMIM-Swin
Backbone=Swin, Pre-tra...
2022.05
64.2
91.3
75.1
DAMA
Backbone=ViT, Pre-trai...
2022.05
64.1
91.1
74.2
MAE
Backbone=ViT, Pre-trai...
2022.05
63.8
90
73.3
MAE
Backbone=ViT, Pre-trai...
2022.05
63.7
90.8
74.8
SimMIM-ViT
Backbone=ViT, Pre-trai...
2022.05
63.6
91.1
74.1
ViT
Backbone=ViT, Pre-trai...
2022.05
63.4
90.8
73.9
Swin
Backbone=Swin, Pre-tra...
2022.05
63.2
90.6
73.7
MoCo-v3
Backbone=ViT, Pre-trai...
2022.05
63.2
90.5
73.2
MoCo-v3
Backbone=ViT, Pre-trai...
2022.05
63.1
90.2
73
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