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
Neural Image Compression: Generalization, Robustness, and Spectral BiasesCode1
Text + Sketch: Image Compression at Ultra Low RatesCode1
You Can Mask More For Extremely Low-Bitrate Image CompressionCode1
Beyond Learned Metadata-based Raw Image ReconstructionCode1
TransTIC: Transferring Transformer-based Image Compression from Human Perception to Machine PerceptionCode1
NVTC: Nonlinear Vector Transform CodingCode1
Transformer-based Variable-rate Image Compression with Region-of-interest ControlCode1
HFLIC: Human Friendly Perceptual Learned Image Compression with Reinforced TransformCode1
Computationally-Efficient Neural Image Compression with Shallow DecodersCode1
Context-Based Trit-Plane Coding for Progressive Image CompressionCode1
QVRF: A Quantization-error-aware Variable Rate Framework for Learned Image CompressionCode1
Self-Asymmetric Invertible Network for Compression-Aware Image RescalingCode1
Raw Image Reconstruction with Learned Compact MetadataCode1
FrankenSplit: Efficient Neural Feature Compression with Shallow Variational Bottleneck Injection for Mobile Edge ComputingCode1
QARV: Quantization-Aware ResNet VAE for Lossy Image CompressionCode1
Hypernetworks build Implicit Neural Representations of SoundsCode1
LDMIC: Learning-based Distributed Multi-view Image CodingCode1
Towards Robust Tampered Text Detection in Document Image: New Dataset and New SolutionCode1
Multi-Realism Image Compression with a Conditional GeneratorCode1
Efficient Visual Computing with Camera RAW SnapshotsCode1
Distributed Deep Joint Source-Channel Coding over a Multiple Access ChannelCode1
MLIC: Multi-Reference Entropy Model for Learned Image CompressionCode1
Selective compression learning of latent representations for variable-rate image compressionCode1
Universal Deep Image Compression via Content-Adaptive Optimization with AdaptersCode1
Lossy Image Compression with Conditional Diffusion ModelsCode1
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