Video Perception on WorldArena benchmark leaderboard · SOTA2 Research

Video Perception on WorldArena

0.449Img ScoreCosmos-Predict 2.5 (action)

Evaluation Results

Method
Cosmos-Predict 2.5 (action)2026.05	0.449	0.358	0.93	0.399	0.057	0.71	0.82	0.889	0.353	0.55	0.295	0.886	0.764	0.584	0.888	0.013	55.91
KVAF-conditioned generation2026.05	0.364	0.383	0.95	0.36	0.268	0.729	0.818	0.899	0.229	0.682	0.494	0.977	0.85	0.784	0.901	0.048	60.84
CtrlWorld2026.05	0.352	0.389	0.919	0.426	0.345	0.738	0.841	0.906	0.173	0.621	0.477	0.93	0.796	0.727	0.891	0.021	59.7
IRASim2026.05	0.349	0.362	0.933	0.414	0.208	0.705	0.831	0.907	0.352	0.566	0.364	0.931	0.779	0.66	0.885	0.053	58.12
RoboMaster2026.05	0.349	0.384	0.297	0.612	0.148	0.694	0.83	0.912	0.336	0.536	0.116	0.834	0.759	0.577	0.876	0.035	51.84