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
Efficient Visual Computing with Camera RAW SnapshotsCode1
Efficient Nonlinear Transforms for Lossy Image CompressionCode1
ELIC: Efficient Learned Image Compression with Unevenly Grouped Space-Channel Contextual Adaptive CodingCode1
A Unified End-to-End Framework for Efficient Deep Image CompressionCode1
Enhanced Invertible Encoding for Learned Image CompressionCode1
ANFIC: Image Compression Using Augmented Normalizing FlowsCode1
LMM-driven Semantic Image-Text Coding for Ultra Low-bitrate Learned Image CompressionCode1
Entroformer: A Transformer-based Entropy Model for Learned Image CompressionCode1
Expanded Adaptive Scaling Normalization for End to End Image CompressionCode1
Checkerboard Context Model for Efficient Learned Image CompressionCode1
Fast, Compact and Highly Scalable Visual Place Recognition through Sequence-based Matching of Overloaded RepresentationsCode1
From Rank Estimation to Rank Approximation: Rank Residual Constraint for Image RestorationCode1
HFLIC: Human Friendly Perceptual Learned Image Compression with Reinforced TransformCode1
Hierarchical Quantized AutoencodersCode1
Beyond Learned Metadata-based Raw Image ReconstructionCode1
Generating Images with Sparse RepresentationsCode1
3D-LMVIC: Learning-based Multi-View Image Coding with 3D Gaussian Geometric PriorsCode1
Matrix Compression via Randomized Low Rank and Low Precision FactorizationCode1
Fitted Neural Lossless Image CompressionCode1
FOOL: Addressing the Downlink Bottleneck in Satellite Computing with Neural Feature CompressionCode1
Flexible-Rate Learned Hierarchical Bi-Directional Video Compression With Motion Refinement and Frame-Level Bit AllocationCode1
Multi-Realism Image Compression with a Conditional GeneratorCode1
FrankenSplit: Efficient Neural Feature Compression with Shallow Variational Bottleneck Injection for Mobile Edge ComputingCode1
Frequency-Aware Transformer for Learned Image CompressionCode1
Asymmetric Gained Deep Image Compression With Continuous Rate AdaptationCode1
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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