AIBullisharXiv – CS AI · Mar 127/10
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Are Video Reasoning Models Ready to Go Outside?
Researchers propose ROVA, a new training framework that improves vision-language models' robustness in real-world conditions by up to 24% accuracy gains. The framework addresses performance degradation from weather, occlusion, and camera motion that can cause up to 35% accuracy drops in current models.