Text-to-Image Generation
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
0.35CLIP I-T
5
Mar 26, 2026
30.32HPSv2.1
5
Mar 24, 2026
68.57User Study Score
5
Mar 24, 2026
88.17Accuracy (Animals)
5
Mar 17, 2026
47.9SP_To Score
5
Mar 16, 2026
50.3SSCD (Target)
5
Mar 4, 2026
63IS
5
Feb 26, 2026
0.524LCM Text Alignment
5
Feb 26, 2026
7.87Aesthetic Score
5
Feb 26, 2026
70.1DPG-Bench Score (Zero-Shot)
5
Feb 26, 2026
23.49T1 CLIP Score
5
Feb 26, 2026
19.27FID
5
Feb 26, 2026
55.9Concept Preservation
5
Feb 26, 2026
91Text Alignment
5
Feb 26, 2026
83Text Alignment
5
Feb 26, 2026
12.44FID
5
Feb 26, 2026
21.27PickScore
5
Feb 26, 2026
85Win Ratio (Overall)
5
Feb 26, 2026
4.215Text Alignment
5
Feb 26, 2026
73.3CLIP Score (T2T)
5
Feb 26, 2026
0.37CLIP Similarity (Full Prompt)
5
Feb 26, 2026
0.36CLIP Similarity (Full Prompt)
5
Feb 26, 2026
31.88CLIP Score
5
Feb 26, 2026
49.96FID
5
Feb 27, 2026
65.16Accuracy
5
Feb 26, 2026