VisionArena: 230k Real World User-VLM Conversations with Preference Labels
Christopher Chou, Lisa Dunlap, Koki Mashita, Krishna Mandal, Trevor Darrell, Ion Stoica, Joseph E. Gonzalez, Wei-Lin Chiang
2025年份
8顶会引用
摘要
Homework Extract all text. OCR Figure 1. Samples from VisionArena Conversations. VisionArena contains conversations from real users covering a variety of domains.
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引用它的顶会 Paper8
- Dropping Just a Handful of Preferences Can Change Top Large Language Model RankingsJenny Y. Huang, Yunyi Shen, Dennis Wei, Tamara BroderickICLR 2026 · 被引用 8 次
- KnowMe-Bench: Benchmarking Person Understanding for Lifelong Digital CompanionsTingyu Wu, Zhisheng Chen, Ziyan Weng, Shuhe Wang 等ACL 2026 · 被引用 6 次
- K-Sort Eval: Efficient Preference Evaluation for Visual Generation via Corrected VLM-as-a-JudgeZhikai Li, Jiatong Li, Xuewen Liu, Wangbo Zhao 等ICLR 2026 · 被引用 3 次
- PerceptionRubrics: Calibrating Multimodal Evaluation to Human PerceptionYana Wei, Hongbo Peng, Yanlin Lai, Liang Zhao 等ICML 2026 · 被引用 2 次
- SIF: Semantically In-Distribution Fingerprints for Large Vision-Language ModelsYifei Zhao, Qian Lou, Mengxin ZhengCVPR 2026 · 被引用 2 次
它引用的顶会 Paper10
- Learning Transferable Visual Models From Natural Language SupervisionAlec Radford, Jong Wook Kim, Chris Hallacy, Aditya Ramesh 等ICML 2021 · 被引用 47,906 次
- Visual Instruction TuningHaotian Liu, Chunyuan Li, Qingyang Wu, Yong Jae LeeNeurIPS 2023 · 被引用 11,349 次
- Chatbot Arena: An Open Platform for Evaluating LLMs by Human PreferenceWei-Lin Chiang, Lianmin Zheng, Ying Sheng, Anastasios Nikolas Angelopoulos 等ICML 2024 · 被引用 1,212 次
- LMSYS-Chat-1M: A Large-Scale Real-World LLM Conversation DatasetLianmin Zheng, Wei-Lin Chiang, Ying Sheng, Tianle Li 等ICLR 2024 · 被引用 419 次
- MMMU: A Massive Multi-Discipline Multimodal Understanding and Reasoning Benchmark for Expert AGIXiang Yue, Yuansheng Ni, Tianyu Zheng, Kai Zhang 等CVPR 2024 · 被引用 213 次
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