Papers with Code · CC BY-SA 4.0

Image Quality Assessment

119 평가 기록 23 datasets

논문

Perceptual Quality Assessment of Smartphone Photography

2020-06-01 이 페이지의 평가 3건

SRCC: 0.8822PLCC: 0.8814KLCC: 0.7186

You Only Train Once: A Unified Framework for Both Full-Reference and No-Reference Image Quality Assessment

2310.09560 2023-10-14 이 페이지의 평가 3건

SRCC: 0.926PLCC: 0.938

KonIQ-10k: Towards an ecologically valid and large-scale IQA database

1803.08489 2018-03-22 이 페이지의 평가 2건

SRCC: 0.921

ARNIQA: Learning Distortion Manifold for Image Quality Assessment

2310.14918 2023-10-20 이 페이지의 평가 1건

SRCC: 0.908PLCC: 0.912

Attentions Help CNNs See Better: Attention-based Hybrid Image Quality Assessment Network

2204.10485 2022-04-22 이 페이지의 평가 1건

SRCC: 0.937

Blind Image Quality Assessment Using A Deep Bilinear Convolutional Neural Network

1907.02665 2019-07-05 이 페이지의 평가 1건

SRCC: 0.851PLCC: 0.856

Blindly Assess Image Quality in the Wild Guided by a Self-Adaptive Hyper Network

2020-06-01 이 페이지의 평가 1건

SRCC: 0.852PLCC: 0.845

From Patches to Pictures (PaQ-2-PiQ): Mapping the Perceptual Space of Picture Quality

1912.10088 2019-12-20 이 페이지의 평가 1건

SRCC: 0.8705PLCC: 0.8549KLCC: 0.7079

FSIM: A Feature Similarity Index for Image Quality Assessment

2011-01-31 이 페이지의 평가 1건

SRCC: 0.9000

Gradient magnitude similarity deviation on multiple scales for color image quality assessment

2017-06-19 이 페이지의 평가 1건

SRCC: 0.8949

Gradient Magnitude Similarity Deviation: A Highly Efficient Perceptual Image Quality Index

1308.3052 2013-08-14 이 페이지의 평가 1건

SRCC: 0.8937

Image quality assessment based on DCT subband similarity

2015-12-10 이 페이지의 평가 1건

SRCC: 0.8993

Image Quality Assessment using Contrastive Learning

2110.13266 2021-10-25 이 페이지의 평가 1건

SRCC: 0.934PLCC: 0.937

Language Integration in Fine-Tuning Multimodal Large Language Models for Image-Based Regression

2507.14997 2025-07-20 이 페이지의 평가 1건

SRCC: 0.98PLCC: 0.98

Mean Deviation Similarity Index: Efficient and Reliable Full-Reference Image Quality Evaluator

1608.07433 2016-08-26 이 페이지의 평가 1건

SRCC: 0.8971

MUSIQ: Multi-scale Image Quality Transformer

2108.05997 2021-08-12 이 페이지의 평가 1건

SRCC: 0.9004PLCC: 0.9068KLCC: 0.7433

Next Token Is Enough: Realistic Image Quality and Aesthetic Scoring with Multimodal Large Language Model

2503.06141 2025-03-08 이 페이지의 평가 1건

SRCC: 0.948PLCC: 0.959

NIMA: Neural Image Assessment

1709.05424 2017-09-15 이 페이지의 평가 1건

SRCC: 0.8494PLCC: 0.8784KLCC: 0.6745

No-Reference Image Quality Assessment in the Spatial Domain

2012-08-17 이 페이지의 평가 1건

SRCC: 0.528PLCC: 0.567

No-Reference Image Quality Assessment via Transformers, Relative Ranking, and Self-Consistency

2108.06858 2021-08-16 이 페이지의 평가 1건

SRCC: 0.859PLCC: 0.858

Norm-in-Norm Loss with Faster Convergence and Better Performance for Image Quality Assessment

2008.03889 2020-08-10 이 페이지의 평가 1건

SRCC: 0.9104PLCC: 0.9106KLCC: 0.7589

Q-Align: Teaching LMMs for Visual Scoring via Discrete Text-Defined Levels

2312.17090 2023-12-28 이 페이지의 평가 1건

SRCC: 0.941PLCC: 0.952

Re-IQA: Unsupervised Learning for Image Quality Assessment in the Wild

2304.00451 2023-04-02 이 페이지의 평가 1건

SRCC: 0.872PLCC: 0.885

UNIQUE: Unsupervised Image Quality Estimation

1810.06631 2018-10-15 이 페이지의 평가 1건

SRCC: 0.9148PLCC: 0.9238KLCC: 0.7648