Layout-to-Image Generation
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
0FID
23
Feb 26, 2026
0FID
20
Feb 26, 2026
98.95Spatial
17
Jul 1, 2026
21.04FID
14
Feb 27, 2026
65.97AP
12
Feb 26, 2026
56.26mIoU (Foreground)
8
Mar 26, 2026
16.96Size Fidelity Score
8
Mar 24, 2026
60Spatial Score
8
Mar 24, 2026
0.934Relativity Score
8
Feb 26, 2026
54.61AP
7
Mar 19, 2026
25.17LocalCLIP Score
7
Feb 26, 2026
28.15CropCLIP
6
Feb 26, 2026
14.24FID
6
Feb 26, 2026
40.91FID
6
Feb 26, 2026
16.76SceneFID
6
Feb 26, 2026
5.95FID
5
Feb 27, 2026
6.87FID
5
Feb 27, 2026
5.84FID
5
Feb 27, 2026
0.99FID
5
Feb 27, 2026
20.02FID
5
Feb 26, 2026
9.63SceneFID
5
Feb 26, 2026
74.34FID (Bootstrapped)
4
Jun 1, 2026
26.06mAP
4
Jun 1, 2026
91.36FID (Bootstrap)
4
Jun 1, 2026
45.44FID (Bootstrapped)
4
Jun 1, 2026