Papers with Code · CC BY-SA 4.0

Manga109 - 2x upscaling

아카이브 평가 21건 · 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
Hi-IR-L	PSNR 41.22 SSIM 0.9846	Hierarchical Information Flow for Generalized Efficient Image Restoration 2024-11-27	연결 없음
DRCT-L	PSNR 41.14 SSIM 0.9842	DRCT: Saving Image Super-resolution away from Information Bottleneck 2024-03-31	코드 1
HMA†	PSNR 41.13 SSIM 0.9836	HMANet: Hybrid Multi-Axis Aggregation Network for Image Super-Resolution 2024-05-08	코드 1
HAT-L	PSNR 41.01 SSIM 0.9831	Activating More Pixels in Image Super-Resolution Transformer 2022-05-09	코드 1 · 코드 2
HAT_FIR	PSNR 40.77	SwinFIR: Revisiting the SwinIR with Fast Fourier Convolution and Improved Training for Image Super-Resolution 2022-08-24	코드 1 · 코드 2
HAT	PSNR 40.71 SSIM 0.9819	Activating More Pixels in Image Super-Resolution Transformer 2022-05-09	코드 1 · 코드 2
SwinFIR	PSNR 40.61 SSIM 0.9816	SwinFIR: Revisiting the SwinIR with Fast Fourier Convolution and Improved Training for Image Super-Resolution 2022-08-24	코드 1 · 코드 2
CPAT+	PSNR 40.59 SSIM 0.9816	Channel-Partitioned Windowed Attention And Frequency Learning for Single Image Super-Resolution 2024-07-23	연결 없음
CPAT	PSNR 40.48 SSIM 0.9814	Channel-Partitioned Windowed Attention And Frequency Learning for Single Image Super-Resolution 2024-07-23	연결 없음
DRCT	PSNR 40.41 SSIM 0.9814	DRCT: Saving Image Super-resolution away from Information Bottleneck 2024-03-31	코드 1
DRLN+	PSNR 39.75 SSIM 0.9792	Densely Residual Laplacian Super-Resolution 2019-06-28	코드 1
HAN+	PSNR 39.62 SSIM 0.9787	Single Image Super-Resolution via a Holistic Attention Network 2020-08-20	코드 1 · 코드 2
CSNLN	PSNR 39.37 SSIM 0.9785	Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining 2020-06-02	코드 1 · 코드 2 · 코드 3
HBPN	PSNR 39.3 SSIM 0.979	Hierarchical Back Projection Network for Image Super-Resolution 2019-06-17	코드 1
DBPN-RES-MR64-3	PSNR 39.28 SSIM 0.977	Deep Back-Projection Networks for Single Image Super-resolution 2019-04-04	코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5 · 코드 6 · 코드 7
ML-CrAIST	PSNR 39.26 SSIM 0.9786	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 39.23 SSIM 0.9785	ML-CrAIST: Multi-scale Low-high Frequency Information-based Cross black Attention with Image Super-resolving Transformer 2024-08-19	코드 1
PMRN+	PSNR 39.15 SSIM 0.9781	Sequential Hierarchical Learning with Distribution Transformation for Image Super-Resolution 2020-07-19	연결 없음
SRFBN	PSNR 39.08	Feedback Network for Image Super-Resolution 2019-03-23	코드 1 · 코드 2 · 코드 3 · 코드 4
IMDN	PSNR 38.88	Lightweight Image Super-Resolution with Information Multi-distillation Network 2019-09-26	코드 1 · 코드 2 · 코드 3 · 코드 4
LFFN-S	PSNR 37.93 SSIM 0.9746	Lightweight Feature Fusion Network for Single Image Super-Resolution 2019-02-15	코드 1 · 코드 2