NUS-WIDE
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
NUS-WIDE 925 seen + 81 unseen tags (test)
19.1MiAP
14
NUS-WIDE
42.9R@1
12
NUS-WIDE GZSL
19.6mAP
12
NUS-Wide
56mAP
11
NUS-WIDE 21 most frequent concepts (test)
68.7mAP (12 bits)
11
NUS-WIDE
99Accuracy
10
NUS-WIDE seen & unseen
23.5F1 Score @ 3
10
NUS-WIDE-OBJ (test)
63.95Accuracy
10
NUS-WIDE Single Positive Label
62mAP
10
NUS-WIDE ZSL
34.6F1 Score (K=3)
9
NUS-WIDE 81 labels
53.5Precision @ K=3
9
NUSWIDEOBJ10 (r=0.7)
23.88ACC
8
NUS-WIDE
61.7Performance at 10% Threshold
8
NUS-WIDE
73.35Micro F1
7
NUS-WIDE 81-tag (test)
55MiAP
7
NUS-WIDE Source MSCOCO (test)
0.885mAP
6
NUS-WIDE MSCOCO (test)
88.6mAP
6
NUS-WIDE MIRFlickr (test)
88.8mAP
6
NUS-WIDE 4,093 unseen tags (test)
0.098mAP
6
NUS-WIDE GZSL
95.1Precision
5
NUS-WIDE ZSL
91.7Precision
5
NUS-WIDE Animal (test)
28.92Accuracy
4
NUS-WIDE without overlapped classes (test)
30.66mAP
3
NUS-WIDE with overlapped classes (test)
31.07mAP
3
NUS-WIDE proposed (837/84)
30.2Precision (K=3)
3