zzc-1998 / MLLM-QA-Papers-with-CodeView external linksLinks
Collections of papers and code for employing MLLM for quality assessment tasks.
☆13Apr 18, 2024Updated last year
Alternatives and similar repositories for MLLM-QA-Papers-with-Code
Users that are interested in MLLM-QA-Papers-with-Code are comparing it to the libraries listed below
Sorting:
- [WIP@Oct 13] 质衡-基准测试 (Q-Bench in Chinese),包含中 文版【底层视觉问答】和【底层视觉描述】数据集,以及中文提示下的图片质量评价。 We will release Q-Bench in more languages in the futu…☆24Jan 7, 2024Updated 2 years ago
- [TIP 2025] Advancing Zero-Shot Digital Human Quality Assessment through Text-Prompted Evaluation☆10Jul 8, 2023Updated 2 years ago
- Official repo for "GMS-3DQA: Projection-based Grid Mini-patch Sampling for 3D Model Quality Assessment"☆14Mar 10, 2024Updated last year
- [MM 2024 Oral] Refiner for AIGC☆29Jul 29, 2024Updated last year
- AAAI-2024☆23Sep 18, 2025Updated 4 months ago
- PyTorch code for our paper "Dog-IQA: Standard-guided Zero-shot MLLM for Mix-grain Image Quality Assessment"☆28Oct 7, 2024Updated last year
- Official codes for "Q-Ground: Image Quality Grounding with Large Multi-modality Models", ACM MM2024 (Oral)☆44Oct 25, 2024Updated last year
- Implementation of QoMEX 2021 "Image Super-Resolution Quality Assessment: Structural Fidelity Versus Statistical Naturalness"☆17Sep 28, 2022Updated 3 years ago
- [ICME 2023 Oral, Extended to TIP (UR)] The best zero-shot VQA approach that even outperforms several fully-supervised methods.☆40Jul 11, 2023Updated 2 years ago
- [ACMMM 2025] Benchmarking MLLM Codec Ability☆33Jun 14, 2024Updated last year
- [TPAMI] Multi-modality Multi-attribute Contrastive Pre-training for Image Aesthetics Computing☆25Jul 3, 2025Updated 7 months ago
- Backup repo for "MD-VQA: Multi-Dimensional Quality Assessment for UGC Live Videos"☆14Feb 16, 2024Updated last year
- [IEEE TCSVT'24] Study of Subjective and Objective Naturalness Assessment of AI-Generated Images☆37Updated this week
- [CVPRW2024, Official Code] for paper "Exploring AIGC Video Quality: A Focus on Visual Harmony, Video-Text Consistency and Domain Distribu…☆14Jun 14, 2024Updated last year
- [ACMMM2025] Official released code for VQA² series models☆61Oct 19, 2025Updated 3 months ago
- [CVPR 2025 满分论文 Ratings: 555]☆37May 9, 2025Updated 9 months ago
- Official code for "Defense Against Adversarial Attacks on No-Reference Image Quality Models with Gradient Norm Regularization"☆16Aug 7, 2024Updated last year
- AGIQA-1k-Database for AI Generated Content Image Quality Assessment☆29May 1, 2023Updated 2 years ago
- Official repo for `LMM-PCQA: Assisting Point Cloud Quality Assessment with LMM', ACM MM2024 Oral☆17Nov 21, 2024Updated last year
- [IEEE TCSVT2023] A Fine-grained Subjective Perception & Alignment Database for AI Generated Image Quality Assessment☆68Oct 24, 2023Updated 2 years ago
- [TMM] MINT-IQA: Quality Assessment for AI Generated Images with Instruction Tuning☆20Nov 21, 2025Updated 2 months ago
- ☆20Jan 13, 2024Updated 2 years ago
- ④[ECCV 2024 Oral, Comparison among Multiple Images!] A study on open-ended multi-image quality comparison: a dataset, a model and a bench…☆86Sep 29, 2024Updated last year
- [ACMMM 2024] AesExpert: Towards Multi-modality Foundation Model for Image Aesthetics Perception☆101Jan 19, 2025Updated last year
- [Neurips 24 Spotlight] Training in Pairs + Inference on Single Image with Anchors☆48Feb 20, 2025Updated 11 months ago
- [ECCV 2024] Official Pytorch Implementation of A Comprehensive Study of Multimodal Large Language Models for Image Quality Assessment☆92Jul 20, 2024Updated last year
- SQAD: Automatic Smartphone Camera Quality Assessment and Benchmarking☆27Aug 23, 2025Updated 5 months ago
- ☆14Dec 27, 2023Updated 2 years ago
- [ICLR 2025] What do we expect from LMMs as AIGI evaluators and how do they perform?☆139Feb 3, 2025Updated last year
- Official implementation for "Seagull: No-reference Image Quality Assessment for Regions of Interest via Visual-Language Instruction Tunin…☆58Mar 7, 2025Updated 11 months ago
- [CVPR 2024] Blind Image Quality Assessment Based On Geometric Order Learning☆30Jun 26, 2024Updated last year
- LMM for VQA, tcsvt version☆11Jul 19, 2024Updated last year
- ☆13Oct 17, 2024Updated last year
- [IEEE TIP 2024] Ultra-low Bitrate Image Semantic Compression Driven by Large Multimodal Model☆34Apr 24, 2024Updated last year
- A Deep Learning based No-reference Quality Assessment Model for UGC Videos☆83Mar 8, 2023Updated 2 years ago
- T2VScore: Towards A Better Metric for Text-to-Video Generation☆80Apr 10, 2024Updated last year
- 🏆 [CVPRW 2024] COVER: A Comprehensive Video Quality Evaluator. 🥇 Winner solution for Video Quality Assessment Challenge at the 1st AIS…☆94Jul 18, 2024Updated last year
- [ACMMM Oral, 2023] "Towards Explainable In-the-wild Video Quality Assessment: A Database and a Language-Prompted Approach"☆85Aug 12, 2024Updated last year
- Official repo for 'MM-PCQA: Multi-Modal Learning for No-reference Point Cloud Quality Assessment' IJCAI2023☆32Nov 30, 2023Updated 2 years ago