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 101–125 of 1008 papers

TitleStatusHype
High-Fidelity Variable-Rate Image Compression via Invertible Activation TransformationCode1
Deep Lossy Plus Residual Coding for Lossless and Near-lossless Image CompressionCode1
Lossy Image Compression with Quantized Hierarchical VAEsCode1
Convolutional Neural Network (CNN) to reduce construction loss in JPEG compression caused by Discrete Fourier Transform (DFT)Code1
Expanded Adaptive Scaling Normalization for End to End Image CompressionCode1
Optimizing Image Compression via Joint Learning with DenoisingCode1
Neural Distributed Image Compression with Cross-Attention Feature AlignmentCode1
Flexible-Rate Learned Hierarchical Bi-Directional Video Compression With Motion Refinement and Frame-Level Bit AllocationCode1
PO-ELIC: Perception-Oriented Efficient Learned Image CodingCode1
SwinIQA: Learned Swin Distance for Compressed Image Quality AssessmentCode1
FaceSigns: Semi-Fragile Neural Watermarks for Media Authentication and Countering DeepfakesCode1
ELIC: Efficient Learned Image Compression with Unevenly Grouped Space-Channel Contextual Adaptive CodingCode1
Unified Multivariate Gaussian Mixture for Efficient Neural Image CompressionCode1
The Devil Is in the Details: Window-based Attention for Image CompressionCode1
Neural Data-Dependent Transform for Learned Image CompressionCode1
Adaptive Cross-Layer Attention for Image RestorationCode1
SADN: Learned Light Field Image Compression with Spatial-Angular DecorrelationCode1
Entroformer: A Transformer-based Entropy Model for Learned Image CompressionCode1
Parallel Neural Local Lossless CompressionCode1
SASIC: Stereo Image Compression With Latent Shifts and Stereo AttentionCode1
Pseudocylindrical Convolutions for Learned Omnidirectional Image CompressionCode1
Towards End-to-End Image Compression and Analysis with TransformersCode1
Boosting Neural Image Compression for Machines Using Latent Space MaskingCode1
LC-FDNet: Learned Lossless Image Compression with Frequency Decomposition NetworkCode1
DPICT: Deep Progressive Image Compression Using Trit-PlanesCode1
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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