Flickr8K
Benchmarks
TaskDatasetSOTA resultTrendResults
Flickr8k-CF
56.6Kendall-b Correlation (tau_b)
145
Flickr8k Expert
60.8Kendall Tau-c (tau_c)
114
Flickr8K Expert (test)
56.4Kendall tau_c
76
Flickr8K
3,100R@1
74
Flickr8K-CF (test)
38.8Kendall tau_b
65
Flickr8K-CF
46Tau B
48
Flickr8k (test)
33.6Image Retrieval (IR)
31
Flickr8K (test)
84.2R@5
31
Flickr8K (test)
38.3BLEU@4
27
Flickr8k-EX
0.597Tau-c
22
Flickr8k
58.5R@1
22
Flickr8k Expert
63.4Tau-b Correlation
19
Flickr8K-CN
70.1R@1
19
Flickr8K CN
83.3R@1
19
Flickr8K
43.4R@1
18
Flickr8K (Expert)
56.4Kendall's Tau (τc)
17
Flickr8K Expert 2013 (full)
53Kendall's Tau
14
FLICKR8K
0.503Delta+ Mean Distance
12
Flickr8k (test)
41R@1
11
Flickr8K (val)
39.38Masked Accuracy
10
Flickr8k Expert 36 (test)
58.3Tau-c
9
Flickr8k CrowdFlower 36
39.4Kendall's Tau_b
8
Flickr8k Rephrased
95.9Recall@5
6
Flickr8k-Rephrased
89.4Recall@5
6
Flickr8k
38.4BLEU@4
6