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Open-ended counting on HowMany-QA 1.0 (test)
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60.3
Accuracy
RCN
30.972
38.586
46.2
53.814
Oct 29, 2018
Accuracy
RMSE
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
RMSE
RCN
region_proposals=Faste...
2018.10
60.3
2.35
IRLC
region_proposals=Faste...
2018.10
56.1
2.45
Zhang et al.
region_proposals=Faste...
2018.10
54.7
2.59
MUTAN
backbone=ResNet-152
2018.10
45.5
2.93
DETECT
backbone=YOLOv2
2018.10
43.3
3.66
Q+I
backbone=ResNet-152, a...
2018.10
40.5
3.17
I-Only
backbone=ResNet-152, a...
2018.10
37.3
3.49
Q-Only
backbone=RNN, architec...
2018.10
37.1
3.51
Guess-1
description=Answer 1 f...
2018.10
33.8
3.74
Guess-2
description=Answer 2 f...
2018.10
32.1
3.34
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