Video Generation on VBench 5s horizon 21 frames benchmark leaderboard · SOTA2 Research

Video Generation on VBench 5s horizon 21 frames

0.983Subjective QualityRolling Forcing

Evaluation Results

Method	Links
Rolling Forcing2026.05		0.983	0.367	0.619	0.804	0.251	0.864
CausVid2026.05		0.979	0.547	0.606	0.819	0.238	0.62
Rolling Sink2026.05		0.979	0.508	0.627	0.822	0.255	0.812
Infinity-RoPE2026.05		0.978	0.628	0.605	0.832	0.245	0.82
LongLive2026.05		0.976	0.393	0.635	0.806	0.253	0.84
MemRoPE2026.05		0.976	0.622	0.622	0.836	0.253	0.798
Reward Forcing2026.05		0.975	0.643	0.622	0.838	0.248	0.791
Causal Forcing2026.05		0.974	0.747	0.628	0.851	0.246	0.774
Wan 2.1-1.3B2026.05		0.97	0.609	0.593	0.823	0.253	0.664
Self-Forcing2026.05		0.966	0.635	0.619	0.832	0.249	0.806
AdaState2026.05		0.961	0.828	0.63	0.86	0.254	0.868