Papers with Code · CC BY-SA 4.0

SOTS Indoor

아카이브 평가 34건 · 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
ConvIR	PSNR 42.72 SSIM 0.997	Revitalizing Convolutional Network for Image Restoration 2024-06-25	코드 1
MixDehazeNet	PSNR 42.62 SSIM 0.997	MixDehazeNet : Mix Structure Block For Image Dehazing Network 2023-05-28	코드 1
C2PNet	PSNR 42.56 SSIM 0.9954	Curricular Contrastive Regularization for Physics-aware Single Image Dehazing 2023-03-24	코드 1
FSNet	PSNR 42.45 SSIM 0.997	Image Restoration via Frequency Selection 2023-11-06	코드 1
ChaIR	PSNR 41.95 SSIM 0.997	Exploring the potential of channel interactions for image restoration 2023-12-20	코드 1
SAD-Net	PSNR 41.71 SSIM 0.993	SAD-Net: a full spectral self-attention detail enhancement network for single image dehazing 2025-04-07	코드 1
DSANet	PSNR 41.36 SSIM 0.997	Dual-domain strip attention for image restoration 2024-03-01	코드 1
gUNet-D	PSNR 41.34 SSIM 0.996	Rethinking Performance Gains in Image Dehazing Networks 2022-09-23	코드 1
DEA-Net-CR	PSNR 41.31 SSIM 0.9945	DEA-Net: Single image dehazing based on detail-enhanced convolution and content-guided attention 2023-01-12	코드 1
SFNet	PSNR 41.24 SSIM 0.996	Selective Frequency Network for Image Restoration 2023-04-13	코드 1
IRNeXt	PSNR 41.21 SSIM 0.996	IRNeXt: Rethinking Convolutional Network Design for Image Restoration 2023-04-24	코드 1
FocalNet	PSNR 40.82 SSIM 0.996	Focal Network for Image Restoration 2023-01-01	코드 1
OKNet	PSNR 40.79 SSIM 0.996	Omni-Kernel Network for Image Restoration 2024-03-24	코드 1
SANet	PSNR 40.40 SSIM 0.996	Strip Attention for Image Restoration 2023-08-01	코드 1
DehazeFormer-L	PSNR 40.05 SSIM 0.996	Vision Transformers for Single Image Dehazing 2022-04-08	코드 1
MaIR	PSNR 39.45 SSIM 0.997	MaIR: A Locality- and Continuity-Preserving Mamba for Image Restoration 2024-12-28	코드 1
HDM	PSNR 38.56 SSIM 0.991	Learning Hierarchical Dynamics with Spatial Adjacency for Image Enhancement 2022-08-10	코드 1
PMNet	PSNR 38.41 SSIM 0.99	Perceiving and Modeling Density is All You Need for Image Dehazing 2021-11-18	코드 1
MAXIM-2S	PSNR 38.11	MAXIM: Multi-Axis MLP for Image Processing 2022-01-09	코드 1 · 코드 2 · 코드 3
AECR-Net	PSNR 37.17 SSIM 0.990	Contrastive Learning for Compact Single Image Dehazing 2021-04-19	코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5 · 코드 6 · 코드 7 · 코드 8 · 코드 9 · 코드 10
U2-Former	PSNR 36.42 SSIM 0.988	U2-Former: A Nested U-shaped Transformer for Image Restoration 2021-12-04	연결 없음
FFA-Net	PSNR 36.39 SSIM 0.989	FFA-Net: Feature Fusion Attention Network for Single Image Dehazing 2019-11-18	코드 1 · 코드 2 · 코드 3 · 코드 4
CL2S	PSNR 35.36 SSIM 0.9808	Rethinking the Elementary Function Fusion for Single-Image Dehazing 2024-05-23	코드 1
PFDN	PSNR 32.68 SSIM 0.976	Physics-based Feature Dehazing Networks 논문 날짜 미기재	연결 없음
GridDehazeNet	PSNR 32.16 SSIM 0.984	GridDehazeNet: Attention-Based Multi-Scale Network for Image Dehazing 2019-08-08	코드 1
Uformer	PSNR 31.91 SSIM 0.971	Uformer: A General U-Shaped Transformer for Image Restoration 2021-06-06	코드 1 · 코드 2 · 코드 3 · 코드 4
GCANet	PSNR 30.23 SSIM 0.98	Gated Context Aggregation Network for Image Dehazing and Deraining 2018-11-21	코드 1
EMRA-Net	PSNR 25.72 SSIM 0.9448	An ensemble multi-scale residual attention network (EMRA-net) for image Dehazing 2021-06-23	코드 1
EPDN	PSNR 25.06 SSIM 0.9232	Enhanced Pix2pix Dehazing Network 2019-06-01	코드 1
GFN	PSNR 22.30 SSIM 0.880	Gated Fusion Network for Single Image Dehazing 2018-03-31	연결 없음