EXPERT: An Explainable Image Captioning Evaluation Metric with Structured Explanations
Fuente:
arXiv
Saved in:
| Main Authors: | Kim, Hyunjong, Kim, Sangyeop, Jeong, Jongheon, Cho, Yeongjae, Cho, Sungzoon |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Do You Keep an Eye on What I Ask? Mitigating Multimodal Hallucination via Attention-Guided Ensemble Decoding
by: Cho, Yeongjae, et al.
Published: (2025)
by: Cho, Yeongjae, et al.
Published: (2025)
An Interpretable Local Editing Model for Counterfactual Medical Image Generation
by: Min, Hyungi, et al.
Published: (2026)
by: Min, Hyungi, et al.
Published: (2026)
Pre-Storage Reasoning for Episodic Memory: Shifting Inference Burden to Memory for Personalized Dialogue
by: Kim, Sangyeop, et al.
Published: (2025)
by: Kim, Sangyeop, et al.
Published: (2025)
Pretraining Vision-Language Model for Difference Visual Question Answering in Longitudinal Chest X-rays
by: Cho, Yeongjae, et al.
Published: (2024)
by: Cho, Yeongjae, et al.
Published: (2024)
KMI: A Dataset of Korean Motivational Interviewing Dialogues for Psychotherapy
by: Kim, Hyunjong, et al.
Published: (2025)
by: Kim, Hyunjong, et al.
Published: (2025)
FLEUR: An Explainable Reference-Free Evaluation Metric for Image Captioning Using a Large Multimodal Model
by: Lee, Yebin, et al.
Published: (2024)
by: Lee, Yebin, et al.
Published: (2024)
DENEB: A Hallucination-Robust Automatic Evaluation Metric for Image Captioning
by: Matsuda, Kazuki, et al.
Published: (2024)
by: Matsuda, Kazuki, et al.
Published: (2024)
CIC: A Framework for Culturally-Aware Image Captioning
by: Yun, Youngsik, et al.
Published: (2024)
by: Yun, Youngsik, et al.
Published: (2024)
SpecExtend: A Drop-in Enhancement for Speculative Decoding of Long Sequences
by: Cha, Jungyoub, et al.
Published: (2025)
by: Cha, Jungyoub, et al.
Published: (2025)
Revisit What You See: Revealing Visual Semantics in Vision Tokens to Guide LVLM Decoding
by: Cho, Beomsik, et al.
Published: (2025)
by: Cho, Beomsik, et al.
Published: (2025)
CL3DOR: Contrastive Learning for 3D Large Multimodal Models via Odds Ratio on High-Resolution Point Clouds
by: Kim, Keonwoo, et al.
Published: (2025)
by: Kim, Keonwoo, et al.
Published: (2025)
An Examination of the Robustness of Reference-Free Image Captioning Evaluation Metrics
by: Ahmadi, Saba, et al.
Published: (2023)
by: Ahmadi, Saba, et al.
Published: (2023)
SynC: Synthetic Image Caption Dataset Refinement with One-to-many Mapping for Zero-shot Image Captioning
by: Kim, Si-Woo, et al.
Published: (2025)
by: Kim, Si-Woo, et al.
Published: (2025)
G-VEval: A Versatile Metric for Evaluating Image and Video Captions Using GPT-4o
by: Tong, Tony Cheng, et al.
Published: (2024)
by: Tong, Tony Cheng, et al.
Published: (2024)
Polos: Multimodal Metric Learning from Human Feedback for Image Captioning
by: Wada, Yuiga, et al.
Published: (2024)
by: Wada, Yuiga, et al.
Published: (2024)
VIEScore: Towards Explainable Metrics for Conditional Image Synthesis Evaluation
by: Ku, Max, et al.
Published: (2023)
by: Ku, Max, et al.
Published: (2023)
ViPCap: Retrieval Text-Based Visual Prompts for Lightweight Image Captioning
by: Kim, Taewhan, et al.
Published: (2024)
by: Kim, Taewhan, et al.
Published: (2024)
Generalizing Visual Question Answering from Synthetic to Human-Written Questions via a Chain of QA with a Large Language Model
by: Kim, Taehee, et al.
Published: (2024)
by: Kim, Taehee, et al.
Published: (2024)
IFCap: Image-like Retrieval and Frequency-based Entity Filtering for Zero-shot Captioning
by: Lee, Soeun, et al.
Published: (2024)
by: Lee, Soeun, et al.
Published: (2024)
ChartCap: Mitigating Hallucination of Dense Chart Captioning
by: Lim, Junyoung, et al.
Published: (2025)
by: Lim, Junyoung, et al.
Published: (2025)
RotBench: Evaluating Multimodal Large Language Models on Identifying Image Rotation
by: Niu, Tianyi, et al.
Published: (2025)
by: Niu, Tianyi, et al.
Published: (2025)
Image Captioning Evaluation in the Age of Multimodal LLMs: Challenges and Future Perspectives
by: Sarto, Sara, et al.
Published: (2025)
by: Sarto, Sara, et al.
Published: (2025)
Preserving Multi-Modal Capabilities of Pre-trained VLMs for Improving Vision-Linguistic Compositionality
by: Oh, Youngtaek, et al.
Published: (2024)
by: Oh, Youngtaek, et al.
Published: (2024)
VELA: An LLM-Hybrid-as-a-Judge Approach for Evaluating Long Image Captions
by: Matsuda, Kazuki, et al.
Published: (2025)
by: Matsuda, Kazuki, et al.
Published: (2025)
Decoding fMRI Data into Captions using Prefix Language Modeling
by: Shen, Vyacheslav, et al.
Published: (2025)
by: Shen, Vyacheslav, et al.
Published: (2025)
Text-only Synthesis for Image Captioning
by: Zhou, Qing, et al.
Published: (2024)
by: Zhou, Qing, et al.
Published: (2024)
The Role of Data Curation in Image Captioning
by: Li, Wenyan, et al.
Published: (2023)
by: Li, Wenyan, et al.
Published: (2023)
Text Change Detection in Multilingual Documents Using Image Comparison
by: Park, Doyoung, et al.
Published: (2024)
by: Park, Doyoung, et al.
Published: (2024)
Improving Text-to-Image Generation with Intrinsic Self-Confidence Rewards
by: Kim, Seungwook, et al.
Published: (2026)
by: Kim, Seungwook, et al.
Published: (2026)
FlashAdventure: A Benchmark for GUI Agents Solving Full Story Arcs in Diverse Adventure Games
by: Ahn, Jaewoo, et al.
Published: (2025)
by: Ahn, Jaewoo, et al.
Published: (2025)
BRIDGE: Bridging Gaps in Image Captioning Evaluation with Stronger Visual Cues
by: Sarto, Sara, et al.
Published: (2024)
by: Sarto, Sara, et al.
Published: (2024)
Accurate Scene Text Recognition with Efficient Model Scaling and Cloze Self-Distillation
by: Maracani, Andrea, et al.
Published: (2025)
by: Maracani, Andrea, et al.
Published: (2025)
CAPEEN: Image Captioning with Early Exits and Knowledge Distillation
by: Bajpai, Divya Jyoti, et al.
Published: (2024)
by: Bajpai, Divya Jyoti, et al.
Published: (2024)
Structured Captions Improve Prompt Adherence in Text-to-Image Models (Re-LAION-Caption 19M)
by: Merchant, Nicholas, et al.
Published: (2025)
by: Merchant, Nicholas, et al.
Published: (2025)
CAPTURe: Evaluating Spatial Reasoning in Vision Language Models via Occluded Object Counting
by: Pothiraj, Atin, et al.
Published: (2025)
by: Pothiraj, Atin, et al.
Published: (2025)
CRIMSON: A Clinically-Grounded LLM-Based Metric for Generative Radiology Report Evaluation
by: Baharoon, Mohammed, et al.
Published: (2026)
by: Baharoon, Mohammed, et al.
Published: (2026)
StarFT: Robust Fine-tuning of Zero-shot Models via Spuriosity Alignment
by: Kim, Younghyun, et al.
Published: (2025)
by: Kim, Younghyun, et al.
Published: (2025)
Explaining Caption-Image Interactions in CLIP Models with Second-Order Attributions
by: Möller, Lucas, et al.
Published: (2024)
by: Möller, Lucas, et al.
Published: (2024)
The Power of Many: Multi-Agent Multimodal Models for Cultural Image Captioning
by: Bai, Longju, et al.
Published: (2024)
by: Bai, Longju, et al.
Published: (2024)
UniSAFE: A Comprehensive Benchmark for Safety Evaluation of Unified Multimodal Models
by: Lee, Segyu, et al.
Published: (2026)
by: Lee, Segyu, et al.
Published: (2026)
Similar Items
-
Do You Keep an Eye on What I Ask? Mitigating Multimodal Hallucination via Attention-Guided Ensemble Decoding
by: Cho, Yeongjae, et al.
Published: (2025) -
An Interpretable Local Editing Model for Counterfactual Medical Image Generation
by: Min, Hyungi, et al.
Published: (2026) -
Pre-Storage Reasoning for Episodic Memory: Shifting Inference Burden to Memory for Personalized Dialogue
by: Kim, Sangyeop, et al.
Published: (2025) -
Pretraining Vision-Language Model for Difference Visual Question Answering in Longitudinal Chest X-rays
by: Cho, Yeongjae, et al.
Published: (2024) -
KMI: A Dataset of Korean Motivational Interviewing Dialogues for Psychotherapy
by: Kim, Hyunjong, et al.
Published: (2025)