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 51–75 of 1008 papers

TitleStatusHype
SMC++: Masked Learning of Unsupervised Video Semantic CompressionCode1
Implicit Neural Image Field for Biological Microscopy Image CompressionCode1
Controlling Rate, Distortion, and Realism: Towards a Single Comprehensive Neural Image Compression ModelCode1
Scalable Image Coding for Humans and Machines Using Feature Fusion NetworkCode1
DiffHarmony: Latent Diffusion Model Meets Image HarmonizationCode1
FOOL: Addressing the Downlink Bottleneck in Satellite Computing with Neural Feature CompressionCode1
S2LIC: Learned Image Compression with the SwinV2 Block, Adaptive Channel-wise and Global-inter Attention ContextCode1
Process-and-Forward: Deep Joint Source-Channel Coding Over Cooperative Relay NetworksCode1
CAMSIC: Content-aware Masked Image Modeling Transformer for Stereo Image CompressionCode1
Image Coding for Machines with Edge Information Learning Using Segment AnythingCode1
Neural Image Compression with Text-guided Encoding for both Pixel-level and Perceptual FidelityCode1
Region-Adaptive Transform with Segmentation Prior for Image CompressionCode1
MISC: Ultra-low Bitrate Image Semantic Compression Driven by Large Multimodal ModelCode1
Idempotence and Perceptual Image CompressionCode1
Learned Lossless Image Compression based on Bit Plane SlicingCode1
Deep Image Semantic Communication Model for Artificial Intelligent Internet of ThingsCode1
VCISR: Blind Single Image Super-Resolution with Video Compression Synthetic DataCode1
Frequency-Aware Transformer for Learned Image CompressionCode1
Matrix Compression via Randomized Low Rank and Low Precision FactorizationCode1
Towards image compression with perfect realism at ultra-low bitratesCode1
EGIC: Enhanced Low-Bit-Rate Generative Image Compression Guided by Semantic SegmentationCode1
An Improved Upper Bound on the Rate-Distortion Function of ImagesCode1
Dynamic Low-Rank Instance Adaptation for Universal Neural Image CompressionCode1
MLIC++: Linear Complexity Multi-Reference Entropy Modeling for Learned Image CompressionCode1
ECSIC: Epipolar Cross Attention for Stereo Image CompressionCode1
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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