2 papers
cs.CV2026
PinPoint: Evaluation of Composed Image Retrieval with Explicit Negatives, Multi-Image Queries, and Paraphrase Testing
Rohan Mahadev, Joyce Yuan, Patrick Poirson +3
Composed Image Retrieval (CIR) has made significant progress, yet current benchmarks are limited to single ground-truth answers and lack the annotations needed to evaluate false po…
cs.CV2025
Visual Product Graph: Bridging Visual Products And Composite Images For End-to-End Style Recommendations
Yue Li Du, Ben Alexander, Mikhail Antonenka +3
Retrieving semantically similar but visually distinct contents has been a critical capability in visual search systems. In this work, we aim to tackle this problem with Visual Prod…