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Integrating diverse visual priors can lead to significant improvements in spatial reasoning tasks, with ViPS setting new benchmarks in MLLM performance.
PanoWorld achieves unprecedented performance in panoramic generation by effectively integrating long-range memory with rotation-equivariant representations.