Cong Wei
Cong Wei has 2 papers in our library, in 2023–2024, most of them on Evaluation & benchmarks, Reasoning, Vision & language; often with Dongfu Jiang, Xiang Yue, Ge Zhang.
OpenAlex · ORCID · Wikidata · h-index 20 · 201 works · 1,855 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 690 times in our library · 1 more in our library without a page yet · ⭐ Paper Stars ranking: #2340
Affiliations
Fields, topics and concepts
📚 Shelves 3The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksComputer Vision and Pattern Recognition · 2 worksArtificial Intelligence · 1 work
🧭 Topics 3Research subjects and languages the work is about.Evaluation & benchmarks · 1 workReasoning · 1 workVision & language · 1 work
Works by year
2020s
Papers
- MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI (2023 · 1,005 citations)
Multimodal models score very well on everyday visual benchmarks such as VQA-v2 and RefCOCO, but these tests rarely require specialist knowledge. - VIEScore: Towards Explainable Metrics for Conditional Image Synthesis Evaluation (2024 · 68 citations)
Judging images from conditional generators is difficult. Standard automatic metrics such as CLIP-Score, LPIPS or DreamSim each measure one fixed property, ignore the target task, and return an unexplained number. Human evaluation is more reliable but expensive and subjective. The authors propose VIEScore, which asks…
All works
- MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGIIEEE Computer Society Conference on Computer Vision and Pattern RecognitionXiang Yue, Yuansheng Ni, Kai Zhang, et al.2023 · 1,005 citations
- MANTIS: Interleaved Multi-Image Instruction Tuning ↗arXiv:2405.01483 · Transactions on Machine Learning Research 2024 · no summary yetDongfu Jiang et al.2024 · 74 citations
- VIEScore: Towards Explainable Metrics for Conditional Image Synthesis EvaluationAnnual Meeting of the Association for Computational Linguistics (ACL)Max Ku, Dongfu Jiang, Cong Wei, et al.2024 · 68 citations
Co-authors here
- Dongfu Jiang ×2
- Xiang Yue ×2
- Ge Zhang
- Kai Zhang
- Max Ku
- Samuel Stevens
- Tianyu Zheng
- Weiming Ren
- Wenhu Chen
- Yuansheng Ni
- Yuxuan Sun
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2024
- IEEE Computer Society Conference on Computer Vision and Pattern Recognition: IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2023
Cited by
Updated
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