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Benchmarks
Unseen Pair Detection on MIT-States (test)
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14.8
Accuracy (Closed Set)
LABELEMBED+
-0.488
3.481
7.45
11.419
Mar 27, 2018
Accuracy (Closed Set)
Accuracy (Open Set)
Accuracy (+Obj)
H-Mean
Updated 3d ago
Evaluation Results
Method
Method
Links
Accuracy (Closed Set)
Accuracy (Open Set)
Accuracy (+Obj)
H-Mean
LABELEMBED+
Backbone=ResNet-18
2018.03
14.8
5.7
27.2
8.2
VISPROD(NN)
Classifier=Neural Netw...
2018.03
13.9
2.8
22.6
4.7
LABELEMBED
Backbone=ResNet-18
2018.03
13.4
3.3
18.8
5.3
REDWINE
Backbone=ResNet-18
2018.03
12.5
3.1
18.3
5
Attributes as Operators
Backbone=ResNet-18
2018.03
12
11.4
49.3
11.7
VISPROD(SVM)
Classifier=SVM, Backbo...
2018.03
11.1
2.4
21.6
3.9
ANALOGOUSATTR
Backbone=ResNet-18
2018.03
1.4
0.2
22.4
0.4
CHANCE
2018.03
0.1
0.05
0.9
0.1
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