2 papers
cs.AI2026
ParallelWorld: Test-Time Scaling for Embodied Reasoning
Min Chen, Shengjun Zhang, Yuxin Li +4
Embodied Reasoning constitutes a fundamental capability of embodied intelligence, serving as the basis for autonomous perception, reasoning, and interaction within physical environ…
cs.CV2026
MBench: A Comprehensive Benchmark on Memory Capability for Video World Models
Shengjun Zhang, Zhang Zhang, Simin Huang +11
Recent advancements in video-based world models have demonstrated an unprecedented ability to synthesize high-fidelity visual sequences. However, a fundamental gap persists between…