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Visual Genome

Benchmarks

Task NameDataset NameSOTA ResultTrend
Scene Graph GenerationVisual Genome (test)
R@5030.9
86
Scene Graph ClassificationVisual Genome (test)
Recall@10049
63
Predicate ClassificationVisual Genome
Recall@5081.1
54
Predicate ClassificationVisual Genome (test)
R@5081.9
50
Scene Graph ClassificationVisual Genome
R@5044.5
45
Predicate ClassificationVisual Genome (VG) 150 object categories 50 relationship categories (test)
mR@10062.6
44
Layout-to-Image SynthesisVisual Genome (VG) (test)
FID15.63
35
Scene Graph DetectionVisual Genome
Recall@10035.8
31
Scene Graph DetectionVisual Genome (VG) (test)
mR@5018.6
29
Multi-Label ClassificationVisual Genome VG256 (test)
mAP50.9
24
Predicate ClassificationVisual Genome 1.0 (test)
R@10075.2
22
Scene Graph Detection (SGDet)Visual Genome (VG)
R@5033.5
21
Scene Graph Classification (SGCls)Visual Genome (VG)
ng mR@5027.9
20
Layout-to-Image GenerationVisual Genome
FID0
20
Scene Graph Classification (SGCls)Visual Genome
R@10042.3
19
Scene Graph DetectionVisual Genome (VG) Zero-Shot
R@50260
19
Scene Graph ClassificationVisual Genome (VG) Zero-Shot
R@503.4
19
Predicate ClassificationVisual Genome (VG) Zero-Shot
Recall@5014.4
19
Sentence-to-Graph RetrievalVisual Genome Gallery Size 5000 (test)
R@205.2
19
Sentence-to-Graph RetrievalVisual Genome Gallery Size 1000 (test)
Recall@2020.8
19
Region CaptioningVisual Genome
METEOR19.7
18
Scene Graph GenerationVisual Genome VG150 (test)
R@5032.9
16
Dense CaptioningVisual Genome
mAP16.2
16
Weakly Supervised GroundingVisual Genome (VG) (test)
Accuracy (Pointing Game)55.91
15
Scene Graph ClassificationVisual Genome (VG)
mR@10018.8
14
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