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Benchmarks
Predicate Classification on Visual Genome (VG)
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46
ng mR@50
SQUAT
19.272
26.211
33.15
40.089
Apr 7, 2023
ng mR@50
ng mR@20
ng mR@100
Updated 3d ago
Evaluation Results
Method
Method
Links
ng mR@50
ng mR@20
ng mR@100
SQUAT
Bi-level sampling=true...
2023.04
46
31.8
57.8
GPS-Net
Graph Constraints=false
2023.04
45.4
29.4
57.1
GB-NET-8
Backbone=VGG16, Graph...
2023.04
44.5
-
58.7
KERN
Backbone=VGG16, Graph...
2023.04
36.3
-
49
VCTree
Graph Constraints=false
2023.04
35.6
21.4
47.8
Motifs
Graph Constraints=false
2023.04
32.8
19.9
44.7
VCTree-TDE
Graph Constraints=false
2023.04
32.4
20.9
41.5
Motifs
Backbone=VGG16, Graph...
2023.04
27.5
-
37.9
Frequency+
Backbone=VGG16, Graph...
2023.04
24.8
-
37.3
IMP+
Backbone=VGG16, Graph...
2023.04
20.3
-
28.9
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