# Repro - Global Geometry Is Not Enough for Vision Representations ## Pages | Page | | --- | | [Claim 1: Global PR vs binding](#/claim-1-global-pr-vs-binding) | | [Claim 2: Isotropy vs binding](#/claim-2-isotropy-vs-binding) | | [Claim 3: JER predicts binding](#/claim-3-jer-predicts-binding) | | [Claim 5: Synthetic binding task](#/claim-5-synthetic-binding-task) | | [Claim 4: Var-Decorr vs CLIP](#/claim-4-var-decorr-vs-clip) | | [Conclusion](#/conclusion) | | [geometry-binding-repro](#/geometry-binding-repro) |