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 126–150 of 1008 papers

TitleStatusHype
S2LIC: Learned Image Compression with the SwinV2 Block, Adaptive Channel-wise and Global-inter Attention ContextCode1
COSMIC: Compress Satellite Images Efficiently via Diffusion CompensationCode1
Deep Image Semantic Communication Model for Artificial Intelligent Internet of ThingsCode1
Context-Based Trit-Plane Coding for Progressive Image CompressionCode1
Context-adaptive Entropy Model for End-to-end Optimized Image CompressionCode1
Boosting Neural Image Compression for Machines Using Latent Space MaskingCode1
Convolutional Neural Network (CNN) to reduce construction loss in JPEG compression caused by Discrete Fourier Transform (DFT)Code1
CLNet: Complex Input Lightweight Neural Network designed for Massive MIMO CSI FeedbackCode1
Deep Homography for Efficient Stereo Image CompressionCode1
CMC-Bench: Towards a New Paradigm of Visual Signal CompressionCode1
COIN: COmpression with Implicit Neural representationsCode1
ANFIC: Image Compression Using Augmented Normalizing FlowsCode1
DiffHarmony: Latent Diffusion Model Meets Image HarmonizationCode1
Distributed Deep Joint Source-Channel Coding over a Multiple Access ChannelCode1
DPICT: Deep Progressive Image Compression Using Trit-PlanesCode1
Adaptive Cross-Layer Attention for Image RestorationCode1
ECSIC: Epipolar Cross Attention for Stereo Image CompressionCode1
CAMSIC: Content-aware Masked Image Modeling Transformer for Stereo Image CompressionCode1
Channel-wise Autoregressive Entropy Models for Learned Image CompressionCode1
3DM-WeConvene: Learned Image Compression with 3D Multi-Level Wavelet-Domain Convolution and Entropy ModelCode1
Checkerboard Context Model for Efficient Learned Image CompressionCode1
Controlling Rate, Distortion, and Realism: Towards a Single Comprehensive Neural Image Compression ModelCode1
Expanded Adaptive Scaling Normalization for End to End Image CompressionCode1
Deep Lossy Plus Residual Coding for Lossless and Near-lossless Image CompressionCode1
ELIC: Efficient Learned Image Compression with Unevenly Grouped Space-Channel Contextual Adaptive CodingCode1
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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