Visual Genome
Benchmarks
TaskDatasetSOTA resultTrendResults
Visual Genome 50 relationship categories (test)
21.3mR@50
10
Visual Genome 50 relationship categories (test)
11.8Mean Recall@50
10
Visual Genome 50 relationship categories (test)
8.7mR@50
10
Visual Genome
0.161Recall@100
10
Visual Genome 23
17.02mAP
9
Visual Genome (VG) (test)
0.215METEOR
8
Visual Genome (VG) (test)
31.7Inception Score
8
Visual Genome (train test)
38.61Inception Score
7
Visual Genome (VG) closed-set (test)
36.5R@50
7
Visual Genome
6.2Ratio
7
Visual Genome Karpathy (test)
16.2mAP
7
Visual Genome (VG) V1 (test)
2.6zs-R@50
7
Visual Genome (VG) V1 (test)
5.37zs-R@50
7
Visual Genome (VG) V1 (test)
17.16zs-R@50
7
Visual Genome 1.0 (test)
29.6R@50
7
Visual Genome single-object removal 5k (test)
20.6Aobj
6
Visual Genome
38.3R@20
6
Visual Genome mini
10.3Recall@0.5 (k=1)
6
Visual Genome (VG) (test)
48.07CAS
6
Visual Genome
17.9F1-std
5
Visual Genome
44.2R@50
5
Visual Genome (test)
26.43Attribute Recall@100
5
Visual Genome (val)
17.6METEOR
5
Visual Genome
19.9METEOR
5
Visual Genome (VG) (test)
23F1
5