Visual Genome
Benchmarks
TaskDatasetSOTA resultTrendResults
Visual Genome (test)
35.8Recall@100
14
Visual Genome
98.4Recall@100
14
Visual Genome (test)
87R@50
13
Visual Genome (VG) 150 object categories, 50 relationship categories (test)
42.3R@50
13
Visual Genome (test)
36.29mAP
13
Visual Genome (VG) (test)
56.42Top-1 Accuracy
12
Visual Genome (VG) 7-task sequence
86.88Final Accuracy
12
Visual Genome v1.0 (test)
31.3R@100
12
Visual Genome v1.4 (test)
13.9Mean Score
12
Visual Genome v1.4 (test)
20.2mR@50
12
Visual Genome v1.4 (test)
0.119mR@50
12
Visual Genome v1.4 (test)
7.9mR@50
12
Visual Genome 1.0 (test)
39Recall@100
12
Visual Genome v1.2 (test)
65.2Recall@50
11
Visual Genome v1.2 (test)
35.8Recall@50
11
Visual Genome v1.2 (test)
27.3Recall@50
11
Visual Genome (test)
37.2SHR
11
Visual Genome
33.5R@50
11
Visual Genome 150 object categories, 50 relationship categories (test)
47.7Mean R@50/R@100
11
Visual Genome (VG) 150 object categories, 50 relationship categories (test)
28.9R@50
11
Visual Genome 1.0 (test)
28.5Recall@50
11
Visual Genome (VG) (test)
32.3ng-mR@20
10
Visual Genome (VG)
17.9ng mR@50
10
Visual Genome (VG)
46ng mR@50
10
Visual Genome 50 relationship categories (test)
14.5Mean Score
10