{"total":19,"rows":[{"id":"2406.06004","title":"FLEUR: An Explainable Reference-Free Evaluation Metric for Image Captioning Using a Large Multimodal Model","created":"2024-06-10","cited_by_count":45,"area":"mllm"},{"id":"2503.14604","title":"Image Captioning Evaluation in the Age of Multimodal LLMs: Challenges and Future Perspectives","created":"2025-03-18","cited_by_count":18,"area":"mllm"},{"id":"2409.13592","title":"YesBut: A High-Quality Annotated Multimodal Dataset for evaluating Satire Comprehension capability of Vision-Language Models","created":"2024-09-20","cited_by_count":9,"area":"mllm"},{"id":"2604.25235","title":"VLM Judges Can Rank but Cannot Score: Task-Dependent Uncertainty in Multimodal Evaluation","created":"2026-04-28","cited_by_count":8,"area":"mllm"},{"id":"2503.21910","title":"JEEM: Vision-Language Understanding in Four Arabic Dialects","created":"2025-03-27","cited_by_count":7,"area":"mllm"},{"id":"2506.24016","title":"EXPERT: An Explainable Image Captioning Evaluation Metric with Structured Explanations","created":"2025-06-30","cited_by_count":7,"area":"mllm"},{"id":"2506.13130","title":"ZINA: Multimodal Fine-grained Hallucination Detection and Editing","created":"2025-06-16","cited_by_count":5,"area":"mllm"},{"id":"2509.25818","title":"VELA: An LLM-Hybrid-as-a-Judge Approach for Evaluating Long Image Captions","created":"2025-09-30","cited_by_count":5,"area":"mllm"},{"id":"2511.12693","title":"HEDGE: Hallucination Estimation via Dense Geometric Entropy for VQA with Vision-Language Models","created":"2025-11-16","cited_by_count":5,"area":"mllm"},{"id":"2509.16538","title":"VC-Inspector: Advancing Reference-free Evaluation of Video Captions with Factual Analysis","created":"2025-09-20","cited_by_count":4,"area":"mllm"},{"id":"2412.14613","title":"Multi-modal, Multi-task, Multi-criteria Automatic Evaluation with Vision Language Models","created":"2024-12-19","cited_by_count":3,"area":"mllm"},{"id":"2603.11804","title":"OSMDA: OpenStreetMap-based Domain Adaptation for Remote Sensing VLMs","created":"2026-03-12","cited_by_count":3,"area":"mllm"},{"id":"2412.10594","title":"Towards Unified Benchmark and Models for Multi-Modal Perceptual Metrics","created":"2024-12-13","cited_by_count":2,"area":"mllm"},{"id":"2512.14420","title":"DISCODE: Distribution-Aware Score Decoder for Robust Automatic Evaluation of Image Captioning","created":"2025-12-16","cited_by_count":2,"area":"mllm"},{"id":"2506.15583","title":"DiscoSG: Towards Discourse-Level Text Scene Graph Parsing through Iterative Graph Refinement","created":"2025-06-18","cited_by_count":1,"area":"mllm"},{"id":"2604.11589","title":"MLLM-as-a-Judge Exhibits Model Preference Bias","created":"2026-04-13","cited_by_count":1,"area":"mllm"},{"id":"2510.27164","title":"Generating Accurate and Detailed Captions for High-Resolution Images","created":"2025-10-31","cited_by_count":0,"area":"mllm"},{"id":"2604.03765","title":"ITIScore: An Image-to-Text-to-Image Rating Framework for the Image Captioning Ability of MLLMs","created":"2026-04-04","cited_by_count":0,"area":"mllm"},{"id":"2605.21728","title":"BEiTScore: Reference-free Image Captioning Evaluation with an Efficient Cross-Encoder Model","created":"2026-05-20","cited_by_count":0,"area":"mllm"}],"next_cursor":null}