# Q-Bench+: A Benchmark for Multi-Modal Foundation Models on Low-Level Vision From Single Images to Pairs

> Research article (IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024) · cited 19× · AI/ML

**Wikidata**: [openalex:W4401726215](https://www.wikidata.org/wiki/openalex:W4401726215)  
**Source**: https://4ort.xyz/entity/q-bench-a-benchmark-for-multi-modal-foundation-models-on-low-level-vision-from-single-images-to-pairs