SOTAVerified

Image Compression

Image Compression is an application of data compression for digital images to lower their storage and/or transmission requirements.

Source: Variable Rate Deep Image Compression With a Conditional Autoencoder

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 151–175 of 1008 papers

TitleStatusHype
RDEIC: Accelerating Diffusion-Based Extreme Image Compression with Relay Residual DiffusionCode1
GABIC: Graph-based Attention Block for Image CompressionCode0
COSMIC: Compress Satellite Images Efficiently via Diffusion CompensationCode1
STanH : Parametric Quantization for Variable Rate Learned Image Compression—0
PerCo (SD): Open Perceptual CompressionCode2
All-in-One Image Coding for Joint Human-Machine Vision with Multi-Path AggregationCode1
Learning-Based Image Compression for MachinesCode0
The Effect of Lossy Compression on 3D Medical Images Segmentation with Deep Learning—0
Streaming Neural Images—0
AIM 2024 Challenge on UHD Blind Photo Quality AssessmentCode1
Window-based Channel Attention for Wavelet-enhanced Learned Image Compression—0
Reduced bit median quantization: A middle process for Efficient Image Compression—0
Breaking the Barriers of One-to-One Usage of Implicit Neural Representation in Image Compression: A Linear Combination Approach with Performance GuaranteesCode0
Multi-Scale Feature Prediction with Auxiliary-Info for Neural Image Compression—0
LFIC-DRASC: Deep Light Field Image Compression Using Disentangled Representation and Asymmetrical Strip Convolution—0
Few-Shot Domain Adaptation for Learned Image Compression—0
Edge-based Denoising Image Compression—0
Frequency-Guided Masking for Enhanced Vision Self-Supervised LearningCode0
Universal End-to-End Neural Network for Lossy Image Compression—0
A Taxonomy of Miscompressions: Preparing Image Forensics for Neural Compression—0
Convolutional Transformer-Based Image Compression—0
3D-LMVIC: Learning-based Multi-View Image Coding with 3D Gaussian Geometric PriorsCode1
Efficient Image Compression Using Advanced State Space Models—0
Compressed learning based onboard semantic compression for remote sensing platformsCode0
Map-Assisted Remote-Sensing Image Compression at Extremely Low BitratesCode1
Show:102550
← PrevPage 7 of 41Next →
All datasetskodakImageNet32BSDS500Caltech101Cars-196CIFAR-10FER2013Food-101Oxford-IIIT Pet DatasetPCamSTL-10

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1STFBD-Rate over VTM-17.0-2.48—Unverified
2WACNNBD-Rate over VTM-17.0-2.95—Unverified
3ELICBD-Rate over VTM-17.0-5.95—Unverified
4MLICBD-Rate over VTM-17.0-8.05—Unverified
5SegPICBD-Rate over VTM-17.0-8.18—Unverified
6LIC-TCM LargeBD-Rate over VTM-17.0-10.14—Unverified
7MLIC+BD-Rate over VTM-17.0-11.39—Unverified
8MLIC++BD-Rate over VTM-17.0-13.39—Unverified
#ModelMetricClaimedVerifiedStatus
1PNGbpsp6.42—Unverified
2JPEG2000bpsp6.35—Unverified
3L3Cbpsp4.76—Unverified
4MS-PixelCNNbpsp3.95—Unverified
5iFlowbpsp3.88—Unverified
#ModelMetricClaimedVerifiedStatus
1RK-CCSNetAverage PSNR30.51—Unverified
#ModelMetricClaimedVerifiedStatus
1Lossyless CompressorBit rate1,340—Unverified
#ModelMetricClaimedVerifiedStatus
1Lossyless CompressorBit rate1,470—Unverified
#ModelMetricClaimedVerifiedStatus
1Lossyless CompressorBit rate1,410—Unverified
#ModelMetricClaimedVerifiedStatus
1SUDHEER10%1—Unverified
#ModelMetricClaimedVerifiedStatus
1Lossyless CompressorBit rate1,270—Unverified
#ModelMetricClaimedVerifiedStatus
1Lossyless CompressorBit rate1,210—Unverified
#ModelMetricClaimedVerifiedStatus
1Lossyless CompressorBit rate1,490—Unverified
#ModelMetricClaimedVerifiedStatus
1Lossyless CompressorBit rate1,340—Unverified