Visually Prompted Benchmarks Are Surprisingly Fragile. - Haiwen Feng; Long Lian; Lisa Dunlap; Jiahao Shu; Xudong Wang 007; Renhao Wang; Trevor Darrell; Alane Suhr; Angjoo Kanazawa (CoRR, 2025)