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 251–275 of 1008 papers

TitleStatusHype
Stereo Image Coding for Machines with Joint Visual Feature Compression—0
Compact Latent Representation for Image Compression (CLRIC)—0
A Lightweight Model for Perceptual Image Compression via Implicit Priors—0
Optimizing CNN Architectures for Advanced Thoracic Disease Classification—0
ResiComp: Loss-Resilient Image Compression via Dual-Functional Masked Visual Token Modeling—0
A Fast Quantum Image Compression Algorithm based on Taylor ExpansionCode0
HDCompression: Hybrid-Diffusion Image Compression for Ultra-Low Bitrates—0
Linear Attention Modeling for Learned Image Compression—0
CMamba: Learned Image Compression with State Space Models—0
S2CFormer: Revisiting the RD-Latency Trade-off in Transformer-based Learned Image CompressionCode0
Semantic Communication based on Generative AI: A New Approach to Image Compression and Edge Optimization—0
Diffusion-based Perceptual Neural Video Compression with Temporal Diffusion Information Reuse—0
Towards Loss-Resilient Image Coding for Unstable Satellite NetworksCode0
Emergence of Painting Ability via Recognition-Driven Evolution—0
An Efficient Adaptive Compression Method for Human Perception and Machine Vision Tasks—0
Region of Interest based Medical Image Compression—0
Test-Time Fine-Tuning of Image Compression Models for Multi-Task Adaptability—0
Multirate Neural Image Compression with Adaptive Lattice Vector Quantization—0
Decouple Distortion from Perception: Region Adaptive Diffusion for Extreme-low Bitrate Perception Image Compression—0
Frequency-Biased Synergistic Design for Image Compression and Compensation—0
MERCURY: A fast and versatile multi-resolution based global emulator of compound climate hazardsCode0
Ultra-Low Complexity On-Orbit Compression for Remote Sensing Imagery via Block Modulated ImagingCode0
Semantics Disentanglement and Composition for Versatile Codec toward both Human-eye Perception and Machine Vision Task—0
AsymLLIC: Asymmetric Lightweight Learned Image Compression—0
CALLIC: Content Adaptive Learning for Lossless Image Compression—0
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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