Binding Visual Features Point by Point 事件

Binding Visual Features Point by Point arXiv:2605.25427v1 Announce Type: new Abstract: Despite success on standard benchmarks, vision language models display persistent failures on tasks involving processing of multi-object scenes, including many tasks that are relatively easy for humans. Recent work has found that these failures may stem from a basic inability to accurately bind object features in-context, a challenge that is referred to as the "binding problem" in cognitive science and neuros