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 151–175 of 1008 papers

TitleStatusHype
CMC-Bench: Towards a New Paradigm of Visual Signal CompressionCode1
Dynamic Low-Rank Instance Adaptation for Universal Neural Image CompressionCode1
Deep Lossy Plus Residual Coding for Lossless and Near-lossless Image CompressionCode1
COIN: COmpression with Implicit Neural representationsCode1
ECSIC: Epipolar Cross Attention for Stereo Image CompressionCode1
Efficient Nonlinear Transforms for Lossy Image CompressionCode1
MLIC++: Linear Complexity Multi-Reference Entropy Modeling for Learned Image CompressionCode1
Multi-Realism Image Compression with a Conditional GeneratorCode1
Boosting Neural Image Compression for Machines Using Latent Space MaskingCode1
Adaptive Cross-Layer Attention for Image RestorationCode1
Expanded Adaptive Scaling Normalization for End to End Image CompressionCode1
Fitted Neural Lossless Image CompressionCode1
Neural Sparse Representation for Image RestorationCode1
Entroformer: A Transformer-based Entropy Model for Learned Image CompressionCode1
COSMIC: Compress Satellite Images Efficiently via Diffusion CompensationCode1
CompressAI: a PyTorch library and evaluation platform for end-to-end compression researchCode1
End-to-end Optimized Image CompressionCode1
Optimizing Image Compression via Joint Learning with DenoisingCode1
Learning for Video Compression with Hierarchical Quality and Recurrent EnhancementCode1
M2TR: Multi-modal Multi-scale Transformers for Deepfake DetectionCode1
Neural Image Compression: Generalization, Robustness, and Spectral BiasesCode1
FaceSigns: Semi-Fragile Neural Watermarks for Media Authentication and Countering DeepfakesCode1
Compressing Images by Encoding Their Latent Representations with Relative Entropy CodingCode1
Fidelity-Controllable Extreme Image Compression with Generative Adversarial NetworksCode1
SASIC: Stereo Image Compression With Latent Shifts and Stereo AttentionCode1
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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