Image-to-Video Generation
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
83.6Image Fidelity (IF)
4
Feb 26, 2026
56.07AES
4
Feb 26, 2026
15.23PSNR
4
Feb 26, 2026
26.6FID
4
Feb 26, 2026
3.707PhysReal Score
4
Feb 26, 2026
288.01FVD
4
Feb 26, 2026
29.94FID
4
Feb 26, 2026
402FVD
4
Feb 26, 2026
96.9Temporal Coherence
4
Feb 26, 2026
96.65Subject Consistency
3
Jul 7, 2026
98.56Subject Consistency
3
Jul 7, 2026
95.33Subject Consistency
3
Jul 7, 2026
67VBench Dynamic Degree
3
May 20, 2026
85VBench Dynamic Degree
3
May 20, 2026
87.14VBench Appearance Score
3
Mar 19, 2026
81.5Ref Video Adherence (Win Rate)
3
Feb 26, 2026
14.7MD-Img Score
3
Feb 26, 2026
24.8FID
3
Feb 26, 2026
95.36F-Consistency (4)
3
Feb 26, 2026
21.08PSNR
2
Jun 18, 2026
96.1Background Consistency (I2V)
2
Jun 16, 2026
36.3Physics-IQ Score
2
Jun 5, 2026
6.428Total Score
2
May 8, 2026
352.76FVD
2
Apr 8, 2026
30.5Dynamic Degree
2
Feb 26, 2026