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Papers
DISCODE: Distribution-Aware Score Decoder for Robust Automatic Evaluation of Image Captioning
AAAI 2026
A Conformal Risk Control Framework for Granular Word Assessment and Uncertainty Calibration of CLIPScore Quality Estimates
ACL 2025
SPECS: Specificity-Enhanced CLIP-Score for Long Image Caption Evaluation
EMNLP 2025
CLAIR: Evaluating Image Captions with Large Language Models
EMNLP 2023
FACTUAL: A Benchmark for Faithful and Consistent Textual Scene Graph Parsing
ACL 2023
InfoMetIC: An Informative Metric for Reference-free Image Caption Evaluation
ACL 2023
FAIEr: Fidelity and Adequacy Ensured Image Caption Evaluation
CVPR 2021
QACE: Asking Questions to Evaluate an Image Caption
EMNLP 2021
ViLBERTScore: Evaluating Image Caption Using Vision-and-Language BERT
EMNLP 2020
TIGEr: Text-to-Image Grounding for Image Caption Evaluation
EMNLP 2019
Learning-based Composite Metrics for Improved Caption Evaluation
ACL 2018