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아카이브 평가 55건 · 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
AdaRevD	PSNR 34.6 SSIM 0.972	AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring 2024-06-13	코드 1 · 코드 2 · 코드 3 · 코드 4
EVSSM	PSNR 34.5 SSIM 0.9712	Efficient Visual State Space Model for Image Deblurring 2024-05-23	코드 1
MDT	PSNR 34.26	A Polarization-Aided Transformer for Image Deblurring via Motion Vector Decomposition 2025-01-01	연결 없음
fftformer	PSNR 34.21 SSIM 0.969 Params (M) 16.6	Efficient Frequency Domain-based Transformers for High-Quality Image Deblurring 2022-11-22	코드 1
LoFormer	PSNR 34.09 SSIM 0.969	LoFormer: Local Frequency Transformer for Image Deblurring 2024-07-24	코드 1 · 코드 2
UFPDeblur	PSNR 34.06 SSIM 0.968 Params (M) 80.3	Self-Supervised Non-Uniform Kernel Estimation With Flow-Based Motion Prior for Blind Image Deblurring 2023-01-01	코드 1
ALGNet-B	PSNR 34.05 SSIM 0.969	Learning Enriched Features via Selective State Spaces Model for Efficient Image Deblurring 2024-03-29	코드 1
MR-VNet	PSNR 34.04 SSIM 0.969 Params (M) 12.3	MR-VNet: Media Restoration using Volterra Networks 2024-01-01	연결 없음
Hi-IR-L	PSNR 33.99	Hierarchical Information Flow for Generalized Efficient Image Restoration 2024-11-27	연결 없음
GRL	PSNR 33.93 SSIM 0.968 Params (M) 19.81	Efficient and Explicit Modelling of Image Hierarchies for Image Restoration 2023-03-01	코드 1
Instruct-IPT	PSNR 33.86 SSIM 0.967	Instruct-IPT: All-in-One Image Processing Transformer via Weight Modulation 2024-06-30	코드 1
MADANet	PSNR 33.84 SSIM 0.964 Params (M) 16.9	Motion Aware Double Attention Network for Dynamic Scene Deblurring 2020-06-19	연결 없음
CGNet	PSNR 33.77 SSIM 0.968	CascadedGaze: Efficiency in Global Context Extraction for Image Restoration 2024-01-26	코드 1
NAFNet-MH-C	PSNR 33.75 SSIM 0.967	Multi-Outputs Is All You Need For Deblur 2022-08-27	코드 1
M3SNet	PSNR 33.74 SSIM 0.967	A Mountain-Shaped Single-Stage Network for Accurate Image Restoration 2023-05-09	코드 1
CAPTNet	PSNR 33.74 SSIM 0.967	Prompt-based Ingredient-Oriented All-in-One Image Restoration 2023-09-06	코드 1
LAKDNet	PSNR 33.72 SSIM 0.967 Params (M) 37.5	Revisiting Image Deblurring with an Efficient ConvNet 2023-02-04	코드 1
NAFNet - TLC	PSNR 33.69 SSIM 0.967 Params (M) 67.89	Simple Baselines for Image Restoration 2022-04-10	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
MaIR	PSNR 33.69	MaIR: A Locality- and Continuity-Preserving Mamba for Image Restoration 2024-12-28	코드 1
Restormer-TLC	PSNR 33.57 SSIM 0.966 Params (M) 26.13	Improving Image Restoration by Revisiting Global Information Aggregation 2021-12-08	코드 1 · 코드 2 · 코드 3
DeepRFT+	PSNR 33.52 SSIM 0.965	Intriguing Findings of Frequency Selection for Image Deblurring 2021-11-23	코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5
MPRNet-TLC	PSNR 33.31 SSIM 0.964 Params (M) 20.1	Improving Image Restoration by Revisiting Global Information Aggregation 2021-12-08	코드 1 · 코드 2 · 코드 3
FSNet	PSNR 33.29 SSIM 0.963	Image Restoration via Frequency Selection 2023-11-06	코드 1
MSDI-Net	PSNR 33.28 SSIM 0.964	Learning Degradation Representations for Image Deblurring 2022-08-10	코드 1
ChaIR	PSNR 33.28 SSIM 0.963	Exploring the potential of channel interactions for image restoration 2023-12-20	코드 1
ConvIR	PSNR 33.28 SSIM 0.963	Revitalizing Convolutional Network for Image Restoration 2024-06-25	코드 1
IRNeXt	PSNR 33.16 SSIM 0.962	IRNeXt: Rethinking Convolutional Network Design for Image Restoration 2023-04-24	코드 1
HINet-TLC	PSNR 33.08 SSIM 0.962	Improving Image Restoration by Revisiting Global Information Aggregation 2021-12-08	코드 1 · 코드 2 · 코드 3
MHNet	PSNR 33.04 Params (M) 17	Mixed Hierarchy Network for Image Restoration 2023-02-19	코드 1
Uformer-B	PSNR 32.97 SSIM 0.967 Params (M) 50.88	Uformer: A General U-Shaped Transformer for Image Restoration 2021-06-06	코드 1 · 코드 2 · 코드 3 · 코드 4