Text-to-Video Generation
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
0.887PIS-ax Score
7
Mar 31, 2026
0.849PIS-ax
7
Mar 31, 2026
0.997PIS-v
7
Mar 31, 2026
71.2ImgQual
7
Mar 11, 2026
80.14VBench (%)
7
Feb 26, 2026
94.2Preference Score (%)
7
Feb 26, 2026
65.8Aesthetic Quality
7
Feb 26, 2026
17.69PSNR
7
Feb 26, 2026
0.31CLIPSIM
7
Feb 26, 2026
98.3Subject Consistency
7
Feb 26, 2026
98.33Subject Consistency
7
Feb 26, 2026
0.81MS-SSIM
7
Feb 26, 2026
0.556VBLIP-VQA Score
7
Feb 26, 2026
8.6FID
7
Feb 26, 2026
5.94Image Similarity (IS)
7
Feb 26, 2026
66.43Aesthetic Quality
6
May 18, 2026
0.973Subject Consistency
6
May 8, 2026
0.987Subject Consistency
6
May 8, 2026
3.75Motion Fidelity
6
Apr 16, 2026
4.11Content Consistency
6
Mar 27, 2026
3.93Visual Quality
6
Mar 17, 2026
71.2Image Quality
6
Mar 11, 2026
97.44Background Consistency
6
Feb 26, 2026
84.05Subject Consistency
6
Feb 26, 2026
1,315.62FLOPs (T)
6
Feb 26, 2026