ContextRef: Evaluating Referenceless Metrics For Image Description Generation

21 September 2023

Papers citing "ContextRef: Evaluating Referenceless Metrics For Image Description Generation"

7 / 7 papers shown

Title
Sightation Counts: Leveraging Sighted User Feedback in Building a BLV-aligned Dataset of Diagram Descriptions Wan Ju Kang Eunki Kim Na Min An Sangryul Kim Haemin Choi Ki Hoon Kwak James Thorne 49 0 0 17 Mar 2025
Context-Aware Image Descriptions for Web Accessibility Ananya Gubbi Mohanbabu Amy Pavel VLM 26 6 0 04 Sep 2024
Toward Automatic Relevance Judgment using Vision--Language Models for Image--Text Retrieval Evaluation Jheng-Hong Yang Jimmy Lin VLM 50 3 0 02 Aug 2024
Updating CLIP to Prefer Descriptions Over Captions Amir Zur Elisa Kreiss Karel DÓosterlinck Christopher Potts Atticus Geiger 26 3 0 12 Jun 2024
BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models Junnan Li Dongxu Li Silvio Savarese Steven C. H. Hoi VLM MLLM 290 4,261 0 30 Jan 2023
Context Matters for Image Descriptions for Accessibility: Challenges for Referenceless Evaluation Metrics Elisa Kreiss Cynthia L. Bennett Shayan Hooshmand E. Zelikman Meredith Ringel Morris Christopher Potts 48 27 0 21 May 2022
WIT: Wikipedia-based Image Text Dataset for Multimodal Multilingual Machine Learning Krishna Srinivasan K. Raman Jiecao Chen Michael Bendersky Marc Najork VLM 208 310 0 02 Mar 2021