Visual Genome
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Visual Genome (VG) (val)
23.5F1 Score
5
Visual Genome (Entire Set)
55.89R@100 (k=1)
5
Visual Genome Relations (top-50 predicate vocabulary)
3.48Top-1 Accuracy
4
Visual Genome Objects top-150 vocabulary
29.7Top-1 Accuracy
4
Visual Genome (test)
79.91Selection Rate
4
Visual Genome (VG)
21.62FID
4
Visual Genome
20.7METEOR
4
Visual Genome
16.2AP
4
Visual Genome (test)
26.4BLEU
4
Visual Genome (val)
26.5BLEU
4
Visual Genome QA (val)
36.64Accuracy
4
Visual Genome
48.07Accuracy
4
Visual Genome (other split)
23.95R@50
4
Visual Genome Zero-shot
11.28R@100 (k=1)
4
Visual Genome 5,000 images (test)
0.264METEOR (EB)
4
Visual Genome (VG) (test)
27R@1
4
Visual Genome TopAttr
47Normalized Binding Information Beta
3
Visual Genome VG:COLOR
46.4Normalized Binding Information
3
Visual Genome (test)
16.7w1 Score
3
Visual Genome LVIS -> VisualGenome transfer (val)
4.52mAP (all)
3
Visual Genome (test)
46.9mAP
3
Visual Genome (test)
30.8AP50
3
Visual Genome (VG) 5-shot (fine-tuned)
83.54FID
3
Visual Genome (VG) 10-shot (fine-tuned)
75.96FID
3
Visual Genome (VG) 160-shot (fine-tuned)
54.24FID
3