Imagen de Portada

Surveying the Landscape of Image Captioning Evaluation: A Comprehensive Taxonomy, Trends and Metrics Analysis

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Berger, Uri, Stanovsky, Gabriel, Abend, Omri, Frermann, Lea
Formato:	Preprint
Publicado:	2024
Materias:	Computation and Language Computer Vision and Pattern Recognition
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Improving Image Captioning by Mimicking Human Reformulation Feedback at Inference-time
por: Berger, Uri, et al.
Publicado: (2025)

EXPERT: An Explainable Image Captioning Evaluation Metric with Structured Explanations
por: Kim, Hyunjong, et al.
Publicado: (2025)

DENEB: A Hallucination-Robust Automatic Evaluation Metric for Image Captioning
por: Matsuda, Kazuki, et al.
Publicado: (2024)

An Examination of the Robustness of Reference-Free Image Captioning Evaluation Metrics
por: Ahmadi, Saba, et al.
Publicado: (2023)

G-VEval: A Versatile Metric for Evaluating Image and Video Captions Using GPT-4o
por: Tong, Tony Cheng, et al.
Publicado: (2024)

#PraCegoVer: A Large Dataset for Image Captioning in Portuguese
por: Santos, Gabriel Oliveira dos, et al.
Publicado: (2021)

Vision Mamba: A Comprehensive Survey and Taxonomy
por: Liu, Xiao, et al.
Publicado: (2024)

FLEUR: An Explainable Reference-Free Evaluation Metric for Image Captioning Using a Large Multimodal Model
por: Lee, Yebin, et al.
Publicado: (2024)

Precision or Recall? An Analysis of Image Captions for Training Text-to-Image Generation Model
por: Cheng, Sheng, et al.
Publicado: (2024)

SPECS: Specificity-Enhanced CLIP-Score for Long Image Caption Evaluation
por: Chen, Xiaofu, et al.
Publicado: (2025)

Polos: Multimodal Metric Learning from Human Feedback for Image Captioning
por: Wada, Yuiga, et al.
Publicado: (2024)

Measuring Pragmatic Influence in Large Language Model Instructions
por: Geng, Yilin, et al.
Publicado: (2026)

Evaluating the Evaluators: Metrics for Compositional Text-to-Image Generation
por: Kasaei, Seyed Amir, et al.
Publicado: (2025)

CAPability: A Comprehensive Visual Caption Benchmark for Evaluating Both Correctness and Thoroughness
por: Liu, Zhihang, et al.
Publicado: (2025)

VC-Inspector: Advancing Reference-free Evaluation of Video Captions with Factual Analysis
por: Dipta, Shubhashis Roy, et al.
Publicado: (2025)

From Image Captioning to Visual Storytelling
por: Passadakis, Admitos, et al.
Publicado: (2025)

Distinctive Image Captioning: Leveraging Ground Truth Captions in CLIP Guided Reinforcement Learning
por: Chaffin, Antoine, et al.
Publicado: (2024)

HICEScore: A Hierarchical Metric for Image Captioning Evaluation
por: Zeng, Zequn, et al.
Publicado: (2024)

Image Captioning via Compact Bidirectional Architecture
por: Song, Zijie, et al.
Publicado: (2022)

MUNIChus: Multilingual News Image Captioning Benchmark
por: Chen, Yuji, et al.
Publicado: (2026)

Understanding Retrieval Robustness for Retrieval-Augmented Image Captioning
por: Li, Wenyan, et al.
Publicado: (2024)

Temporal Image Caption Retrieval Competition -- Description and Results
por: Pokrywka, Jakub, et al.
Publicado: (2024)

The Devil is in the EOS: Sequence Training for Detailed Image Captioning
por: Mohamed, Abdelrahman, et al.
Publicado: (2025)

Redemption Score: A Multi-Modal Evaluation Framework for Image Captioning via Distributional, Perceptual, and Linguistic Signal Triangulation
por: Dahal, Ashim, et al.
Publicado: (2025)

MME-Survey: A Comprehensive Survey on Evaluation of Multimodal LLMs
por: Fu, Chaoyou, et al.
Publicado: (2024)

VIXEN: Visual Text Comparison Network for Image Difference Captioning
por: Black, Alexander, et al.
Publicado: (2024)

Transformer based Multitask Learning for Image Captioning and Object Detection
por: Basak, Debolena, et al.
Publicado: (2024)

Altogether: Image Captioning via Re-aligning Alt-text
por: Xu, Hu, et al.
Publicado: (2024)

OmniCaptioner: One Captioner to Rule Them All
por: Lu, Yiting, et al.
Publicado: (2025)

Image Captioning Evaluation in the Age of Multimodal LLMs: Challenges and Future Perspectives
por: Sarto, Sara, et al.
Publicado: (2025)

Evaluating Remote Sensing Image Captions Beyond Metric Biases
por: Chen, Ziyun, et al.
Publicado: (2026)

See or Guess: Counterfactually Regularized Image Captioning
por: Cao, Qian, et al.
Publicado: (2024)

Unifying Vision-Language Latents for Zero-label Image Caption Enhancement
por: Byun, Sanghyun, et al.
Publicado: (2025)

CapArena: Benchmarking and Analyzing Detailed Image Captioning in the LLM Era
por: Cheng, Kanzhi, et al.
Publicado: (2025)

Discovering Meaningful Units with Visually Grounded Semantics from Image Captions
por: Behjati, Melika, et al.
Publicado: (2025)

Towards Adaptable and Interactive Image Captioning with Data Augmentation and Episodic Memory
por: Anagnostopoulou, Aliki, et al.
Publicado: (2023)

Brazilian Portuguese Image Captioning with Transformers: A Study on Cross-Native-Translated Dataset
por: Bromonschenkel, Gabriel, et al.
Publicado: (2026)

VELA: An LLM-Hybrid-as-a-Judge Approach for Evaluating Long Image Captions
por: Matsuda, Kazuki, et al.
Publicado: (2025)

EAMA : Entity-Aware Multimodal Alignment Based Approach for News Image Captioning
por: Zhang, Junzhe, et al.
Publicado: (2024)

Diffusion-RSCC: Diffusion Probabilistic Model for Change Captioning in Remote Sensing Images
por: Yu, Xiaofei, et al.
Publicado: (2024)