ARK: A Dual-Axis Multimodal Retrieval Benchmark along Reasoning and Knowledge

Yijie Lin, Guofeng Ding, Haochen Zhou +3

Existing multimodal retrieval benchmarks largely emphasize semantic matching on daily-life images and offer limited diagnostics of professional knowledge and complex reasoning. To…