"multimodal benchmarks" Papers

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Drag-and-Drop LLMs: Zero-Shot Prompt-to-Weights

Zhiyuan Liang, Dongwen Tang, Yuhao Zhou et al.

NEURIPS 2025arXiv:2506.16406
3
citations

Eve: Efficient Multimodal Vision Language Models with Elastic Visual Experts

Miao Rang, Zhenni Bi, Chuanjian Liu et al.

AAAI 2025paperarXiv:2501.04322
13
citations

Learning to Instruct for Visual Instruction Tuning

Zhihan Zhou, Feng Hong, JIAAN LUO et al.

NEURIPS 2025arXiv:2503.22215
3
citations

LLaVA-SP: Enhancing Visual Representation with Visual Spatial Tokens for MLLMs

Haoran Lou, Chunxiao Fan, Ziyan Liu et al.

ICCV 2025arXiv:2507.00505

MMCR: Benchmarking Cross-Source Reasoning in Scientific Papers

Yang Tian, Zheng Lu, Mingqi Gao et al.

ICCV 2025arXiv:2503.16856
2
citations

Recurrence-Enhanced Vision-and-Language Transformers for Robust Multimodal Document Retrieval

Davide Caffagni, Sara Sarto, Marcella Cornia et al.

CVPR 2025arXiv:2503.01980
6
citations

Evaluating Text-to-Visual Generation with Image-to-Text Generation

Zhiqiu Lin, Deepak Pathak, Baiqi Li et al.

ECCV 2024arXiv:2404.01291
357
citations

LLaVA-Grounding: Grounded Visual Chat with Large Multimodal Models

Hao Zhang, Hongyang Li, Feng Li et al.

ECCV 2024arXiv:2312.02949
114
citations