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UFPR-ADMR-v1
Meter Reading on UFPR-ADMR-v1
Metric: Rank-1 Recognition Rate (higher is better)
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Rank-1 Recognition Rate
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Paper
Date
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Code
1
Faster-RCNN (ResNeXt-101)
75.25
No
Deep Learning for Image-based Automatic Dial Met...
2020-05-06
-
2
YOLOv3 (608 x 608)
74.75
No
Deep Learning for Image-based Automatic Dial Met...
2020-05-06
-
3
YOLOv3 (416 x 416)
73.75
No
Deep Learning for Image-based Automatic Dial Met...
2020-05-06
-
4
Faster-RCNN (ResNet-50)
72.25
No
Deep Learning for Image-based Automatic Dial Met...
2020-05-06
-
5
Faster-RCNN (ResNet-101)
71.75
No
Deep Learning for Image-based Automatic Dial Met...
2020-05-06
-
6
YOLOv2 (608 x 608)
71.25
No
Deep Learning for Image-based Automatic Dial Met...
2020-05-06
-
7
YOLOv2 (416 x 416)
68
No
Deep Learning for Image-based Automatic Dial Met...
2020-05-06
-
8
Fast-YOLOv3 (608 x 608)
54.25
No
Deep Learning for Image-based Automatic Dial Met...
2020-05-06
-
9
Fast-YOLOv2 (608 x 608)
51.75
No
Deep Learning for Image-based Automatic Dial Met...
2020-05-06
-
10
Fast-YOLOv3 (416 x 416)
47.75
No
Deep Learning for Image-based Automatic Dial Met...
2020-05-06
-
11
Fast-YOLOv2 (416 x 416)
42.25
No
Deep Learning for Image-based Automatic Dial Met...
2020-05-06
-
#1
Faster-RCNN (ResNeXt-101)
SOTA
75.25
Rank-1 Recognition Rate
· 2020-05-06
Deep Learning for Image-based Automatic Dial Meter Reading: Dataset and Baselines
#2
YOLOv3 (608 x 608)
74.75
Rank-1 Recognition Rate
· 2020-05-06
Deep Learning for Image-based Automatic Dial Meter Reading: Dataset and Baselines
#3
YOLOv3 (416 x 416)
73.75
Rank-1 Recognition Rate
· 2020-05-06
Deep Learning for Image-based Automatic Dial Meter Reading: Dataset and Baselines
#4
Faster-RCNN (ResNet-50)
72.25
Rank-1 Recognition Rate
· 2020-05-06
Deep Learning for Image-based Automatic Dial Meter Reading: Dataset and Baselines
#5
Faster-RCNN (ResNet-101)
71.75
Rank-1 Recognition Rate
· 2020-05-06
Deep Learning for Image-based Automatic Dial Meter Reading: Dataset and Baselines
#6
YOLOv2 (608 x 608)
71.25
Rank-1 Recognition Rate
· 2020-05-06
Deep Learning for Image-based Automatic Dial Meter Reading: Dataset and Baselines
#7
YOLOv2 (416 x 416)
68
Rank-1 Recognition Rate
· 2020-05-06
Deep Learning for Image-based Automatic Dial Meter Reading: Dataset and Baselines
#8
Fast-YOLOv3 (608 x 608)
54.25
Rank-1 Recognition Rate
· 2020-05-06
Deep Learning for Image-based Automatic Dial Meter Reading: Dataset and Baselines
#9
Fast-YOLOv2 (608 x 608)
51.75
Rank-1 Recognition Rate
· 2020-05-06
Deep Learning for Image-based Automatic Dial Meter Reading: Dataset and Baselines
#10
Fast-YOLOv3 (416 x 416)
47.75
Rank-1 Recognition Rate
· 2020-05-06
Deep Learning for Image-based Automatic Dial Meter Reading: Dataset and Baselines
#11
Fast-YOLOv2 (416 x 416)
42.25
Rank-1 Recognition Rate
· 2020-05-06
Deep Learning for Image-based Automatic Dial Meter Reading: Dataset and Baselines