← Image Super-Resolution

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Manga109 - 3x upscaling

아카이브 평가 17건 · 마지막 적재/변경 2026-10-30

원본 데이터셋 링크 1

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
Hi-IR-L	PSNR 36.12 SSIM 0.9588	Hierarchical Information Flow for Generalized Efficient Image Restoration 2024-11-27	연결 없음
HMA†	PSNR 36.10 SSIM 0.9580	HMANet: Hybrid Multi-Axis Aggregation Network for Image Super-Resolution 2024-05-08	코드 1
HAT-L	PSNR 36.02 SSIM 0.9576	Activating More Pixels in Image Super-Resolution Transformer 2022-05-09	코드 1 · 코드 2
HAT_FIR	PSNR 35.92	SwinFIR: Revisiting the SwinIR with Fast Fourier Convolution and Improved Training for Image Super-Resolution 2022-08-24	코드 1 · 코드 2
HAT	PSNR 35.84 SSIM 0.9567	Activating More Pixels in Image Super-Resolution Transformer 2022-05-09	코드 1 · 코드 2
SwinFIR	PSNR 35.77 SSIM 0.9563	SwinFIR: Revisiting the SwinIR with Fast Fourier Convolution and Improved Training for Image Super-Resolution 2022-08-24	코드 1 · 코드 2
CPAT+	PSNR 35.77 SSIM 0.9563	Channel-Partitioned Windowed Attention And Frequency Learning for Single Image Super-Resolution 2024-07-23	연결 없음
CPAT	PSNR 35.66 SSIM 0.9559	Channel-Partitioned Windowed Attention And Frequency Learning for Single Image Super-Resolution 2024-07-23	연결 없음
DRLN+	PSNR 34.94 SSIM 0.9518	Densely Residual Laplacian Super-Resolution 2019-06-28	코드 1
HAN+	PSNR 34.87 SSIM 0.9509	Single Image Super-Resolution via a Holistic Attention Network 2020-08-20	코드 1 · 코드 2
CSNLN	PSNR 34.45 SSIM 0.9502	Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining 2020-06-02	코드 1 · 코드 2 · 코드 3
ML-CrAIST	PSNR 34.42 SSIM 0.9501	ML-CrAIST: Multi-scale Low-high Frequency Information-based Cross black Attention with Image Super-resolving Transformer 2024-08-19	코드 1
ML-CrAIST-Li	PSNR 34.26 SSIM 0.9492	ML-CrAIST: Multi-scale Low-high Frequency Information-based Cross black Attention with Image Super-resolving Transformer 2024-08-19	코드 1
SRFBN	PSNR 34.18	Feedback Network for Image Super-Resolution 2019-03-23	코드 1 · 코드 2 · 코드 3 · 코드 4
PMRN+	PSNR 34.1 SSIM 0.9480	Sequential Hierarchical Learning with Distribution Transformation for Image Super-Resolution 2020-07-19	연결 없음
IMDN	PSNR 33.61	Lightweight Image Super-Resolution with Information Multi-distillation Network 2019-09-26	코드 1 · 코드 2 · 코드 3 · 코드 4
LFFN-S	PSNR 32.8 SSIM 0.9381	Lightweight Feature Fusion Network for Single Image Super-Resolution 2019-02-15	코드 1 · 코드 2