A Sober Look at the Robustness of CLIPs to Spurious Features Qizhou Wang 1 Yong Lin 2 Y ongqiang Chen 3 Ludwig Schmidt 4

Neural Information Processing Systems 

We raise a challenging research question in the following: Is there a benchmark that reflects the exact reliance on spurious features of CLIP?

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