Q-Future / CMC-BenchLinks
[ACMMM 2025] Benchmarking MLLM Codec Ability
☆32Updated last year
Alternatives and similar repositories for CMC-Bench
Users that are interested in CMC-Bench are comparing it to the libraries listed below
Sorting:
- [IEEE TIP 2024] Ultra-low Bitrate Image Semantic Compression Driven by Large Multimodal Model☆29Updated last year
- PyTorch implementation of PerCo (Towards Image Compression with Perfect Realism at Ultra-Low Bitrates, ICLR 2024)☆93Updated 8 months ago
- 🏠[CVPR 2024 Highlight] Boosting Neural Representations for Videos with a Conditional Decoder☆45Updated last year
- [Paper List‘25] Paper List of Visual Data Coding for Machines, including Image/Video Coding for Machines, Feature Compression, Point Clou…☆27Updated last month
- Pytorch implementation of the paper "You Can Mask More For Extremely Low-Bitrate Image Compression".☆39Updated last year
- Code for Text + Sketch: Image Compression at Ultra Low Rates☆46Updated last month
- [TCSVT] RDEIC: Accelerating Diffusion-Based Extreme Image Compression with Relay Residual Diffusion☆39Updated 3 months ago
- ☆17Updated 9 months ago
- Official Implementation of "Neural Image Compression with Text-guided Encoding for both Pixel-level and Perceptual Fidelity (ICML 2024)"☆37Updated last year
- Official Implementation for (ICLR 2024) Idempotence and Perceptual Image Compression☆38Updated last year
- Source codes for the paper "Feature Coding in the Era of Large Models: Dataset, Test Conditions, and Benchmark"☆24Updated last month
- [ICCV 2025] StableCodec: Taming One-Step Diffusion for Extreme Image Compression☆39Updated last month
- [NeurIPS2024] Causal Context Adjustment Loss for Learned Image Compression☆60Updated 6 months ago
- Extreme Image Compression using Fine-tuned VQGAN Models (DCC 2024)☆21Updated 8 months ago
- [ICME 2023 Oral, Extended to TIP (UR)] The best zero-shot VQA approach that even outperforms several fully-supervised methods.☆39Updated 2 years ago
- Official Repository for VCIP'24 paper "LMM-driven Image-Text Coding for Ultra Low-bitrate Learned Image Compression"☆25Updated 6 months ago
- TensorFlow implementation of MRIC (Multi-Realism Image Compression with a Conditional Generator, CVPR 2023)☆29Updated last year
- Code for MambaVC: Learned Visual Compression with Selective State Spaces☆62Updated last year
- TensorFlow implementation of EGIC (EGIC: Enhanced Low-Bit-Rate Generative Image Compression Guided by Semantic Segmentation, ECCV 2024)☆18Updated 10 months ago
- The extented code of layered conceptual image compression. Journal submitted.☆14Updated 3 years ago
- [IEEE TCSVT2023] A Fine-grained Subjective Perception & Alignment Database for AI Generated Image Quality Assessment☆67Updated last year
- [NeurIPS 2023] Assessor360: Multi-sequence Network for Blind Omnidirectional Image Quality Assessment☆35Updated last year
- [ECCV2024] Image Compression for Machine and Human Vision With Spatial-Frequency Adaptation☆48Updated 6 months ago
- The code of our paper: Perceptual Video Coding for Machines via Satisfied Machine Ratio Modeling.☆16Updated last year
- Official Pytorch implementation of the paper "Learned Image Compression with Hierarchical Progressive Context Modeling" (ICCV 2025).☆21Updated last month
- [ICLR2024] FTIC: Frequency-aware Transformer for Learned Image Compression☆80Updated 7 months ago
- PyTorch Implementation of “SMC++: Masked Learning of Unsupervised Video Semantic Compression", an extended version of ICCV 2023 paper "No…☆27Updated last year
- Collections of papers and code for employing MLLM for quality assessment tasks.☆13Updated last year
- The code for Compressed IQA in the CLIC2022 Perceptual Track☆14Updated 2 years ago
- [TCSVT 2025] Toward Extreme Image Compression with Latent Feature Guidance and Diffusion Prior☆85Updated 3 months ago