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COCO 2017
COCO 2017
Benchmarks
16k
/
AP
16k
/
mAP
16k
/
Mean mAP
16k
/
AP50
16k
/
AP75
16k
/
APM
16k
/
APM50
16k
/
APM75
2D Classification
/
AP
2D Classification
/
mAP
2D Classification
/
Mean mAP
2D Classification
/
AP50
2D Classification
/
AP75
2D Classification
/
APM
2D Classification
/
APM50
2D Classification
/
APM75
2D Object Detection
/
AP
2D Object Detection
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mAP
2D Object Detection
/
Mean mAP
2D Object Detection
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AP50
2D Object Detection
/
AP75
2D Object Detection
/
APM
2D Object Detection
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APM50
2D Object Detection
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APM75
3D
/
AP
3D
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mAP
3D
/
Mean mAP
3D
/
AP50
3D
/
AP75
3D
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APM
3D
/
APM50
3D
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APM75
Few-Shot Object Detection
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AP
Object Detection
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AP
Object Detection
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mAP
Object Detection
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Mean mAP
Object Detection
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AP50
Object Detection
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AP75
Object Detection
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APM
Object Detection
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APM50
Object Detection
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APM75
Related Benchmarks
COCO 2017 (Electronic, Indoor, Kitchen, Furniture)
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16k
/
MAP
COCO 2017 (Electronic, Indoor, Kitchen, Furniture)
/
2D Classification
/
MAP
COCO 2017 (Electronic, Indoor, Kitchen, Furniture)
/
2D Object Detection
/
MAP
COCO 2017 (Electronic, Indoor, Kitchen, Furniture)
/
3D
/
MAP
COCO 2017 (Electronic, Indoor, Kitchen, Furniture)
/
Object Detection
/
MAP
COCO 2017 (Outdoor, Accessories, Appliance, Truck)
/
16k
/
A-OSE
COCO 2017 (Outdoor, Accessories, Appliance, Truck)
/
16k
/
MAP
COCO 2017 (Outdoor, Accessories, Appliance, Truck)
/
16k
/
Unknown Recall
COCO 2017 (Outdoor, Accessories, Appliance, Truck)
/
16k
/
WI
COCO 2017 (Outdoor, Accessories, Appliance, Truck)
/
2D Classification
/
A-OSE
COCO 2017 (Outdoor, Accessories, Appliance, Truck)
/
2D Classification
/
MAP
COCO 2017 (Outdoor, Accessories, Appliance, Truck)
/
2D Classification
/
Unknown Recall
COCO 2017 (Outdoor, Accessories, Appliance, Truck)
/
2D Classification
/
WI
COCO 2017 (Outdoor, Accessories, Appliance, Truck)
/
2D Object Detection
/
A-OSE
COCO 2017 (Outdoor, Accessories, Appliance, Truck)
/
2D Object Detection
/
MAP
COCO 2017 (Outdoor, Accessories, Appliance, Truck)
/
2D Object Detection
/
Unknown Recall
COCO 2017 (Outdoor, Accessories, Appliance, Truck)
/
2D Object Detection
/
WI
COCO 2017 (Outdoor, Accessories, Appliance, Truck)
/
3D
/
A-OSE
COCO 2017 (Outdoor, Accessories, Appliance, Truck)
/
3D
/
MAP
COCO 2017 (Outdoor, Accessories, Appliance, Truck)
/
3D
/
Unknown Recall
COCO 2017 (Outdoor, Accessories, Appliance, Truck)
/
3D
/
WI
COCO 2017 (Outdoor, Accessories, Appliance, Truck)
/
Object Detection
/
A-OSE
COCO 2017 (Outdoor, Accessories, Appliance, Truck)
/
Object Detection
/
MAP
COCO 2017 (Outdoor, Accessories, Appliance, Truck)
/
Object Detection
/
Unknown Recall
COCO 2017 (Outdoor, Accessories, Appliance, Truck)
/
Object Detection
/
WI
COCO 2017 (Sports, Food)
/
16k
/
A-OSE
COCO 2017 (Sports, Food)
/
16k
/
MAP
COCO 2017 (Sports, Food)
/
16k
/
Unknown Recall
COCO 2017 (Sports, Food)
/
16k
/
WI
COCO 2017 (Sports, Food)
/
2D Classification
/
A-OSE
COCO 2017 (Sports, Food)
/
2D Classification
/
MAP
COCO 2017 (Sports, Food)
/
2D Classification
/
Unknown Recall
COCO 2017 (Sports, Food)
/
2D Classification
/
WI
COCO 2017 (Sports, Food)
/
2D Object Detection
/
A-OSE
COCO 2017 (Sports, Food)
/
2D Object Detection
/
MAP
COCO 2017 (Sports, Food)
/
2D Object Detection
/
Unknown Recall
COCO 2017 (Sports, Food)
/
2D Object Detection
/
WI
COCO 2017 (Sports, Food)
/
3D
/
A-OSE
COCO 2017 (Sports, Food)
/
3D
/
MAP
COCO 2017 (Sports, Food)
/
3D
/
Unknown Recall
COCO 2017 (Sports, Food)
/
3D
/
WI
COCO 2017 (Sports, Food)
/
Object Detection
/
A-OSE
COCO 2017 (Sports, Food)
/
Object Detection
/
MAP
COCO 2017 (Sports, Food)
/
Object Detection
/
Unknown Recall
COCO 2017 (Sports, Food)
/
Object Detection
/
WI
COCO 2017 val
/
1 Image, 2*2 Stitchi
/
AP
COCO 2017 val
/
1 Image, 2*2 Stitchi
/
CLIP Score
COCO 2017 val
/
1 Image, 2*2 Stitchi
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FID
COCO 2017 val
/
10-shot image generation
/
CLIP Score
COCO 2017 val
/
10-shot image generation
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FID
COCO 2017 val
/
16k
/
AP
COCO 2017 val
/
16k
/
AP50
COCO 2017 val
/
16k
/
AP75
COCO 2017 val
/
16k
/
APL
COCO 2017 val
/
16k
/
APM
COCO 2017 val
/
16k
/
APS
COCO 2017 val
/
16k
/
Param.
COCO 2017 val
/
2D Classification
/
AP
COCO 2017 val
/
2D Classification
/
AP50
COCO 2017 val
/
2D Classification
/
AP75
COCO 2017 val
/
2D Classification
/
APL
COCO 2017 val
/
2D Classification
/
APM
COCO 2017 val
/
2D Classification
/
APS
COCO 2017 val
/
2D Classification
/
Param.
COCO 2017 val
/
2D Object Detection
/
AP
COCO 2017 val
/
2D Object Detection
/
AP50
COCO 2017 val
/
2D Object Detection
/
AP75
COCO 2017 val
/
2D Object Detection
/
APL
COCO 2017 val
/
2D Object Detection
/
APM
COCO 2017 val
/
2D Object Detection
/
APS
COCO 2017 val
/
2D Object Detection
/
Param.
COCO 2017 val
/
3D
/
AP
COCO 2017 val
/
3D
/
AP50
COCO 2017 val
/
3D
/
AP75
COCO 2017 val
/
3D
/
APL
COCO 2017 val
/
3D
/
APM
COCO 2017 val
/
3D
/
APS
COCO 2017 val
/
3D
/
Param.
COCO 2017 val
/
Image Generation
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CLIP Score
COCO 2017 val
/
Image Generation
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FID
COCO 2017 val
/
Instance Segmentation
/
AP
COCO 2017 val
/
Instance Segmentation
/
AP@50
COCO 2017 val
/
Instance Segmentation
/
AP@75
COCO 2017 val
/
Instance Segmentation
/
mask AP
COCO 2017 val
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Instance Segmentation
/
mask AP*
COCO 2017 val
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Knowledge Distillation
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AP@0.5
COCO 2017 val
/
Knowledge Distillation
/
AP@0.75
COCO 2017 val
/
Knowledge Distillation
/
mAP
COCO 2017 val
/
Object Detection
/
AP
COCO 2017 val
/
Object Detection
/
AP50
COCO 2017 val
/
Object Detection
/
AP75
COCO 2017 val
/
Object Detection
/
APL
COCO 2017 val
/
Object Detection
/
APM
COCO 2017 val
/
Object Detection
/
APS
COCO 2017 val
/
Object Detection
/
Param.
COCO 2017 val
/
Pose Estimation
/
AP
COCO 2017 val
/
Text-to-Image Generation
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CLIP Score
COCO 2017 val
/
Text-to-Image Generation
/
FID
COCO 2017 val
/
Weakly-supervised instance segmentation
/
AP
COCO 2017 val
/
Weakly-supervised instance segmentation
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AP@50
COCO 2017 val
/
Weakly-supervised instance segmentation
/
AP@75
COCO 2017 val
/
Weakly-supervised instance segmentation
/
AP@L
COCO 2017 val
/
Weakly-supervised instance segmentation
/
AP@M
COCO 2017 val
/
Weakly-supervised instance segmentation
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AP@S