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Video Planning on 100 in-the-wild manipulation prompts (test)

87.3L1 Contact Avg (%)LVP
43.6254.9666.377.64Dec 17, 2025

Evaluation results

MethodLinks
LVP2025.1287.310063.28559.3824471
Wan 2.1 I2VNumber of parameters=14B2025.1283.999478039.37620.553
Hunyuan I2VNumber of parameters=14B2025.1268.79627.36513.5427.227
Cosmos-Predict 2Number of parameters=14B2025.1245.38111.9357.5242.59