Text-to-Image Generation
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
5.74FID
104
Jul 2, 2026
0.868Color
99
Jun 23, 2026
1.295Image Reward
96
May 25, 2026
88.3Overall Score
96
Mar 6, 2026
56CLIPScore
96
Jun 23, 2026
92.9PickScore
92
Jun 2, 2026
57Overall Quality
88
Jun 26, 2026
91Color Accuracy
86
Apr 10, 2026
12.4FID
77
Jun 30, 2026
88.79Average Score
77
May 8, 2026
90Color Accuracy
75
May 29, 2026
1.15FID (30K)
72
May 21, 2026
34.44HPSv2.1 Score
71
Jun 8, 2026
7.11FID
69
Jul 7, 2026
88.32Overall Fidelity
68
May 18, 2026
0.7WISE Score
67
May 8, 2026
24.712CLIP Score (Text)
65
Apr 21, 2026
0.96Culture Score
65
Jun 4, 2026
6.95FID
64
Mar 31, 2026
5.4FID
64
May 27, 2026
92.6Soft TIFA GM
62
Jul 3, 2026
84.47Color Fidelity
58
Jun 23, 2026
1.053Image Reward
56
Feb 26, 2026
6.61FID
54
Mar 10, 2026
92.45Attribute Score
53
Jul 9, 2026