MLLM-CompBench: A Comparative Reasoning Benchmark for Multimodal LLMs

MLLM-CompBench: A Comparative Reasoning Benchmark for Multimodal LLMs

23 July 2024

Wei-Lun Chao

Papers citing "MLLM-CompBench: A Comparative Reasoning Benchmark for Multimodal LLMs"

5 / 5 papers shown

Title
The Labyrinth of Links: Navigating the Associative Maze of Multi-modal LLMs Hong Li Nanxi Li Yuanjie Chen Jianbin Zhu Qinlu Guo Cewu Lu Yong-Lu Li MLLM 39 1 0 02 Oct 2024
A Benchmark for Multi-modal Foundation Models on Low-level Vision: from Single Images to Pairs Zicheng Zhang Haoning Wu Erli Zhang Guangtao Zhai Weisi Lin VLM 24 8 0 11 Feb 2024
BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models Junnan Li Dongxu Li Silvio Savarese Steven C. H. Hoi VLM MLLM 320 4,279 0 30 Jan 2023
Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering Pan Lu Swaroop Mishra Tony Xia Liang Qiu Kai-Wei Chang Song-Chun Zhu Oyvind Tafjord Peter Clark Ashwin Kalyan ELM ReLM LRM 211 1,124 0 20 Sep 2022
Neural Naturalist: Generating Fine-Grained Image Comparisons Maxwell Forbes Christine Kaeser-Chen Piyush Sharma Serge J. Belongie VLM 64 56 0 09 Sep 2019