Papers with Code · CC BY-SA 4.0

MSU SR-QA Dataset

아카이브 평가 59건 · 마지막 적재/변경 2026-10-30

평가 기록

과거 수집 기록이며 최신 순위가 아닙니다. 데이터셋 버전·split·실험 조건과 지표 방향이 검증되지 않은 결과는 직접 비교할 수 없습니다. 날짜는 논문 날짜이며 최신 평가일을 뜻하지 않습니다.

표가 화면보다 넓으면 좌우로 스크롤하여 논문과 구현 링크를 확인하세요.

원본 기록 순서 · 순위 미부여
모델	원본 지표·값	논문	구현
PieAPP	SROCC 0.75215 PLCC 0.75743 KLCC 0.61945 Type FR	PieAPP: Perceptual Image-Error Assessment through Pairwise Preference 2018-06-06	코드 1
Q-Align (IQA)	SROCC 0.75088 PLCC 0.74116 KLCC 0.61677 Type NR	Q-Align: Teaching LMMs for Visual Scoring via Discrete Text-Defined Levels 2023-12-28	코드 1
Q-Align (VQA)	SROCC 0.71812 PLCC 0.71121 KLCC 0.58634 Type NR	Q-Align: Teaching LMMs for Visual Scoring via Discrete Text-Defined Levels 2023-12-28	코드 1
PaQ-2-PiQ	SROCC 0.71167 PLCC 0.70988 KLCC 0.57753 Type NR	From Patches to Pictures (PaQ-2-PiQ): Mapping the Perceptual Space of Picture Quality 2019-12-20	코드 1 · 코드 2
DBCNN	SROCC 0.68621 PLCC 0.63971 KLCC 0.55139 Type NR	Blind Image Quality Assessment Using A Deep Bilinear Convolutional Neural Network 2019-07-05	코드 1
MUSIQ trained on PaQ-2-PiQ	SROCC 0.67746 PLCC 0.66531 KLCC 0.55312 Type NR	MUSIQ: Multi-scale Image Quality Transformer 2021-08-12	코드 1 · 코드 2
Ma-Metric	SROCC 0.67362 PLCC 0.65357 KLCC 0.52301 Type NR	Learning a No-Reference Quality Metric for Single-Image Super-Resolution 2016-12-18	코드 1 · 코드 2
MANIQA	SROCC 0.66613 PLCC 0.62733 KLCC 0.54744 Type NR	MANIQA: Multi-dimension Attention Network for No-Reference Image Quality Assessment 2022-04-19	코드 1 · 코드 2
ClipIQA+ ResNet50	SROCC 0.65713 PLCC 0.65154 KLCC 0.52628 Type NR	Exploring CLIP for Assessing the Look and Feel of Images 2022-07-25	코드 1
MUSIQ trained on SPAQ	SROCC 0.64927 PLCC 0.60216 KLCC 0.52673 Type NR	MUSIQ: Multi-scale Image Quality Transformer 2021-08-12	코드 1 · 코드 2
TOPIQ trained on SPAQ (NR)	SROCC 0.64923 PLCC 0.60905 KLCC 0.53140 Type NR	TOPIQ: A Top-down Approach from Semantics to Distortions for Image Quality Assessment 2023-08-06	코드 1
MUSIQ trained on KONIQ	SROCC 0.64589 PLCC 0.59151 KLCC 0.51897 Type NR	MUSIQ: Multi-scale Image Quality Transformer 2021-08-12	코드 1 · 코드 2
Linearity (Norm-in-Norm Loss)	SROCC 0.64382 PLCC 0.62204 KLCC 0.52172 Type NR	Norm-in-Norm Loss with Faster Convergence and Better Performance for Image Quality Assessment 2020-08-10	코드 1
TOPIQ	SROCC 0.57341 PLCC 0.57955 KLCC 0.46217 Type FR	TOPIQ: A Top-down Approach from Semantics to Distortions for Image Quality Assessment 2023-08-06	코드 1
TReS trained on KONIQ	SROCC 0.62578 PLCC 0.56226 KLCC 0.49004 Type NR	No-Reference Image Quality Assessment via Transformers, Relative Ranking, and Self-Consistency 2021-08-16	코드 1
TReS	SROCC 0.62496 PLCC 0.56277 KLCC 0.48901 Type NR	No-Reference Image Quality Assessment via Transformers, Relative Ranking, and Self-Consistency 2021-08-16	코드 1
ClipIQA	SROCC 0.60808 PLCC 0.58944 KLCC 0.49417 Type NR	Exploring CLIP for Assessing the Look and Feel of Images 2022-07-25	코드 1
AHIQ	SROCC 0.60468 PLCC 0.62311 KLCC 0.47674 Type FR	연결 없음 논문 날짜 미기재	연결 없음
MDTVSFA	SROCC 0.60193 PLCC 0.61821 KLCC 0.48406 Type NR	Unified Quality Assessment of In-the-Wild Videos with Mixed Datasets Training 2020-11-09	코드 1
HyperIQA	SROCC 0.59883 PLCC 0.55211 KLCC 0.48466 Type NR	Blindly Assess Image Quality in the Wild Guided by a Self-Adaptive Hyper Network 2020-06-01	코드 1
TOPIQ FACE	SROCC 0.59564 PLCC 0.58949 KLCC 0.48428 Type NR	TOPIQ: A Top-down Approach from Semantics to Distortions for Image Quality Assessment 2023-08-06	코드 1
ERQA	SROCC 0.59345 PLCC 0.60188 KLCC 0.47785 Type FR	ERQA: Edge-Restoration Quality Assessment for Video Super-Resolution 2021-10-19	코드 1
ST-LPIPS (VGG)	SROCC 0.57336 PLCC 0.56431 KLCC 0.45898 Type FR	Shift-tolerant Perceptual Similarity Metric 2022-07-27	코드 1 · 코드 2
ClipIQA+	SROCC 0.56875 PLCC 0.71808 KLCC 0.69774 Type NR	Exploring CLIP for Assessing the Look and Feel of Images 2022-07-25	코드 1
MUSIQ trained on AVA	SROCC 0.56152 PLCC 0.52404 KLCC 0.44669 Type NR	MUSIQ: Multi-scale Image Quality Transformer 2021-08-12	코드 1 · 코드 2
TOPIQ trained on PIPAL	SROCC 0.55568 PLCC 0.57564 KLCC 0.42811 Type FR	TOPIQ: A Top-down Approach from Semantics to Distortions for Image Quality Assessment 2023-08-06	코드 1
LPIPS (Alex)	SROCC 0.54461 PLCC 0.52385 KLCC 0.43158 Type FR	The Unreasonable Effectiveness of Deep Features as a Perceptual Metric 2018-01-11	코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5 · 코드 6 · 코드 7 · 코드 8 · 코드 9 · 코드 10 · 코드 11 · 코드 12 · 코드 13 · 코드 14 · 코드 15 · 코드 16 · 코드 17 · 코드 18 · 코드 19 · 코드 20 · 코드 21 · 코드 22 · 코드 23 · 코드 24
VSFA	SROCC 0.53652 PLCC 0.54407 KLCC 0.43634 Type NR	Quality Assessment of In-the-Wild Videos 2019-08-01	코드 1 · 코드 2
ST-LPIPS (Alex)	SROCC 0.53473 PLCC 0.54740 KLCC 0.42897 Type FR	Shift-tolerant Perceptual Similarity Metric 2022-07-27	코드 1 · 코드 2
DISTS	SROCC 0.53346 PLCC 0.55042 KLCC 0.42320 Type FR	Image Quality Assessment: Unifying Structure and Texture Similarity 2020-04-16	코드 1 · 코드 2