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Counterintuitively, VLMs can achieve higher VQA accuracy by intentionally degrading visual inputs, suggesting that high-resolution details can act as noise that hinders reasoning.
Escape Euclidean limitations: GeoWorld uses hyperbolic geometry to learn better world models, boosting multi-step planning success rates.
