There are now millions of publicly-available AI models – which one is right for you? We introduce CODA ( #ICCV2025 Highlight! ), a method for *active model selection.* CODA selects the best model for your data with any labeling budget – often as few as 25 labeled examples. 1/ @iccv.bsky.social