Multi-shot Audio-Visual Generation on MAVINSet high-fidelity benchmark 1K-sample (test) benchmark leaderboard · SOTA2 Research

Multi-shot Audio-Visual Generation on MAVINSet high-fidelity benchmark 1K-sample (test)

231.6FVDMAVIN

Evaluation Results

Method	Links
MAVIN2026.06		231.6	6.8	0.2471	0.2392	0.048	6.032	0.263	0.8104	0.9695	0.9657	0.6319	0.8013	0.9897
CineTrans2026.06		254.2	11.9	0.2013	0.2098	—	1.892	0.201	—	0.9425	0.9543	0.6073	0.7603	0.582
IC-LoRA + Wan2026.06		268.5	12.7	0.2193	0.2012	—	2.103	0.192	—	0.9512	0.9626	0.5286	0.7519	—
EchoShot2026.06		276.3	12.3	0.2072	0.2191	—	2.095	0.207	—	0.9532	0.9572	0.6104	0.7599	0.6002
LTX-22026.06		289.7	8.6	0.2001	0.2287	0.097	4.365	0.203	0.5343	0.9593	0.9553	0.6015	0.7812	0.5733
StoryDiff. + Wan2026.06		304.6	13.3	0.2124	0.1978	—	2.013	0.191	—	0.9487	0.9654	0.5613	0.7993	—
OVI2026.06		318.4	8.3	0.1983	0.2203	0.093	4.231	0.227	0.4432	0.9565	0.9578	0.6121	0.7789	0.4992
UniVerse-12026.06		356.9	11.2	0.182	0.172	0.199	3.851	0.193	0.2892	0.9499	0.9601	—	—	—
MovieAgent2026.06		395.3	15.9	0.1271	0.1995	—	1.913	0.179	—	0.9656	0.9298	0.4872	0.6744	—
VideoGen-of-Thought2026.06		418.7	13.2	0.1537	0.1939	—	2.278	0.184	—	0.9593	0.9578	0.6195	0.7802	—
JavisDiT2026.06		512.6	21.3	0.163	0.1937	0.305	3.734	0.239	0.1012	0.9512	0.9567	—	—	—