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 76–100 of 1008 papers

TitleStatusHype
Channel-wise Autoregressive Entropy Models for Learned Image CompressionCode1
CMC-Bench: Towards a New Paradigm of Visual Signal CompressionCode1
Frequency-Aware Transformer for Learned Image CompressionCode1
FaceSigns: Semi-Fragile Neural Watermarks for Media Authentication and Countering DeepfakesCode1
Boosting Neural Image Compression for Machines Using Latent Space MaskingCode1
Fast, Compact and Highly Scalable Visual Place Recognition through Sequence-based Matching of Overloaded RepresentationsCode1
Context-Based Trit-Plane Coding for Progressive Image CompressionCode1
Compressing Images by Encoding Their Latent Representations with Relative Entropy CodingCode1
HFLIC: Human Friendly Perceptual Learned Image Compression with Reinforced TransformCode1
Context-adaptive Entropy Model for End-to-end Optimized Image CompressionCode1
CAMSIC: Content-aware Masked Image Modeling Transformer for Stereo Image CompressionCode1
ANFIC: Image Compression Using Augmented Normalizing FlowsCode1
Controlling Rate, Distortion, and Realism: Towards a Single Comprehensive Neural Image Compression ModelCode1
AIM 2024 Challenge on UHD Blind Photo Quality AssessmentCode1
COSMIC: Compress Satellite Images Efficiently via Diffusion CompensationCode1
Hypernetworks build Implicit Neural Representations of SoundsCode1
Idempotence and Perceptual Image CompressionCode1
Bidirectional Stereo Image Compression with Cross-Dimensional Entropy ModelCode1
Deep Homography for Efficient Stereo Image CompressionCode1
Computationally-Efficient Neural Image Compression with Shallow DecodersCode1
Comparison of Image Quality Models for Optimization of Image Processing SystemsCode1
All-in-One Image Coding for Joint Human-Machine Vision with Multi-Path AggregationCode1
Neural Distributed Image Compression using Common InformationCode1
All-in-One Image Compression and RestorationCode1
Fidelity-Controllable Extreme Image Compression with Generative Adversarial NetworksCode1
Show:102550
← PrevPage 4 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