WorldMark is the first public benchmark that standardizes scenes, trajectories, and control interfaces across heterogeneous interactive image-to-video world models.
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2 Pith papers cite this work. Polarity classification is still indexing.
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Pith papers citing it
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cs.CV 2years
2026 2verdicts
UNVERDICTED 2representative citing papers
GeoWorld-VLM distills geometric structure from camera-conditioned world models into VLMs by aligning visual features, improving spatial reasoning by about 4% on What'sUp and VSR benchmarks across two architectures while preserving language capabilities.
citing papers explorer
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WorldMark: A Unified Benchmark Suite for Interactive Video World Models
WorldMark is the first public benchmark that standardizes scenes, trajectories, and control interfaces across heterogeneous interactive image-to-video world models.
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GeoWorld-VLM: Geometry from World Models for Vision-Language Models
GeoWorld-VLM distills geometric structure from camera-conditioned world models into VLMs by aligning visual features, improving spatial reasoning by about 4% on What'sUp and VSR benchmarks across two architectures while preserving language capabilities.