Video Caption Evaluation

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13 papers2 papers in the last four weeks, against 1 the four weeks before. 0.0% of all new papers.

  1. OACap: Caption-Guided Active Observation for Detailed Video Captioning

    Oct 21, 2026Hao Shi, Hong Yan, Xiaoyang Zhang +3Video Caption EvaluationVideo Captioning

    Ant Group · Zhejiang University · Peking University

  2. Beyond Binary Preferences: Graded Preference Optimization for Limb-Motion Captioning

    Sep 29, 2026Yanan Wang, Tingsong Li, Kaixun Jiang +3Direct Preference OptimizationVideo-Language Model Evaluation

    Zhejiang University · Alibaba Token Hub, Alibaba Group · University of Science and Technology of China +2

  3. Putting Captions to the Test: Evaluating Video Caption Quality through Multiple-Choice Question Answering

    Sep 9, 2026Zizhen Wang, Bo Feng, Zhengfeng Lai +5Video Caption EvaluationVideo Captioning

    Apple

  4. CLIP-CC-Bench: Evaluating Paragraph-Level Video Descriptions in Video-Language Models

    Aug 5, 2026Mukhtiar Ali, Harsh Dubey, Sugam Mishra +1Video-Language Model EvaluationVideo Captioning

    South Dakota State University Brookings, SD, USA

  5. RefCaptioner: Multi-Reference Image-Grounded Video Captioning

    Jul 30, 2026Tengfei Liu, Yang Shi, Yuran Wang +16Video Caption EvaluationVideo Captioning

    PKU · Kling Team · NUS +7

  6. VEGAS: Human-Aligned Video Caption Evaluation via Gaze

    Jul 9, 2026Shenghui Chen, Po-han Li, Ximeng Sun +5Video Caption EvaluationVideo Captioning

    The University of Texas at Austin · AMD

  7. Claim-Level Rubric Rewards for Video Caption Reinforcement Learning

    Jul 6, 2026Mingqi Gao, Hongyuan Dong, Yifei Chen +6Reward ModelingVideo Captioning

    1Tsinghua Shenzhen International Graduate School, Tsinghua University · 3LLM Department, Tencent · University of Chinese Academy of Sciences

  8. Rigel: Self-Distilled Score Adaptation for Image and Video Captioning Evaluation

    Jun 29, 2026Shuitsu Koyama, Kazuki Matsuda, Yuiga Wada +3Image CaptioningImage Captioning Evaluation

    Keio University

  9. CapRiCorn-1K: A Comprehensive Benchmark for Video Captioning and Subject Referential Consistency Across Temporal Scales

    Jun 20, 2026Xinlong Chen, Jiafu Tang, Yue Ding +12Video Caption EvaluationVideo Captioning

    1NLPR, CASIA · 2UCAS · 3Kling Team +3

  10. CodecCap: High-Fidelity Codec-Inspired Residual Modeling for Dense Video Captioning

    May 26, 2026Zihan Lin, Songhe Deng, Shuwei He +6Video Caption EvaluationVideo Captioning

    ERNIE Team, Baidu · College of Artificial Intelligence, Inner Mongolia University

  11. DualFact+: A Multimodal Fact Verification Framework for Procedural Video Understanding

    Apr 28, 2026Cennet Oguz, Yasser Hamidullah, Josef van Genabith +1Multimodal GroundingVideo Understanding

    German Research Center for Artificial Intelligence (DFKI) · Saarland Informatics Campus

  12. A Benchmarking Methodology to Assess Open-Source Video Large Language Models in Automatic Captioning of News Videos

    Mar 29, 2026David Miranda Paredes, Jose M. Saavedra, Marcelo PizarroVideo Caption EvaluationVideo-Language Model Evaluation

    Facultad de Ingenier´ıa y Ciencias Aplicadas, Universidad de los Andes, Chile, Av. Monse˜nor ´Alvaro del Portillo 12455, Santiago, 100190, RM, Chile.

  13. VIBE: Annotation-Free Video-to-Text Information Bottleneck Evaluation for TL;DR

    May 23, 2025Shenghui Chen, Po-han Li, Sandeep Chinchali +1Information BottleneckVideo Summarization

    The University of Texas at Austin