Physical Reasoning and Instruction Following on WorldModelBench (test) benchmark leaderboard · SOTA2 Research

Physical Reasoning and Instruction Following on WorldModelBench (test)

2.52Instruction Adherence ScoreVeo3

Evaluation Results

Method	Links
Veo32026.06		2.52	98	95	1.93	100	89	99	91	100	4.8	9.25
Wan2.62026.06		2.5	99	95	1.94	100	89	99	94	100	4.83	9.27
QWEN-ROBOTWORLD2026.06		2.33	87	85	1.72	100	100	100	94	100	4.94	8.99
Sora22026.06		2.21	96	93	1.88	100	91	99	95	100	4.84	8.93
Cosmos2026.06		2.14	100	94	1.94	100	92	100	94	100	4.86	8.94
GigaWorld2026.06		2.13	59	46	1.05	100	48	99	69	98	4.13	7.31
Wow2026.06		2.05	76	65	1.41	100	65	99	81	100	4.45	7.91
LVP2026.06		2.01	89	91	1.8	100	93	99	95	100	4.87	8.67
LTX-22026.06		1.97	69	62	1.32	99	60	100	73	100	4.32	7.61
Vidar2026.06		1.62	54	45	0.99	100	56	100	85	100	4.4	7.01
Kling262026.06		1.59	97	100	1.97	100	100	100	100	100	5	8.55