"multimodal benchmarks" Papers

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Learning to Instruct for Visual Instruction Tuning

Zhihan Zhou, Feng Hong, JIAAN LUO et al.

NeurIPS 2025posterarXiv:2503.22215
3
citations

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

Haoran Lou, Chunxiao Fan, Ziyan Liu et al.

ICCV 2025posterarXiv:2507.00505

MMCR: Benchmarking Cross-Source Reasoning in Scientific Papers

Yang Tian, Zheng Lu, Mingqi Gao et al.

ICCV 2025posterarXiv:2503.16856
2
citations

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

Zhiqiu Lin, Deepak Pathak, Baiqi Li et al.

ECCV 2024posterarXiv:2404.01291
347
citations

LLaVA-Grounding: Grounded Visual Chat with Large Multimodal Models

Hao Zhang, Hongyang Li, Feng Li et al.

ECCV 2024posterarXiv:2312.02949
114
citations