Official repo for `LMM-PCQA: Assisting Point Cloud Quality Assessment with LMM', ACM MM2024 Oral
☆17Nov 21, 2024Updated last year
Alternatives and similar repositories for LMM-PCQA
Users that are interested in LMM-PCQA are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [MM 2024 Oral] Refiner for AIGC☆29Jul 29, 2024Updated last year
- [TPAMI] Multi-modality Multi-attribute Contrastive Pre-training for Image Aesthetics Computing☆25Jul 3, 2025Updated 8 months ago
- Official repo for 'MM-PCQA: Multi-Modal Learning for No-reference Point Cloud Quality Assessment' IJCAI2023☆32Nov 30, 2023Updated 2 years ago
- LMM for VQA, tcsvt version☆10Jul 19, 2024Updated last year
- [ACMMM 2025] Benchmarking MLLM Codec Ability☆33Jun 14, 2024Updated last year
- Collections of papers and code for employing MLLM for quality assessment tasks.☆13Apr 18, 2024Updated last year
- Code for paper "No-reference Point Cloud Quality Assessment via Domain Adaptation", CVPR2022☆11May 11, 2022Updated 3 years ago
- [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
- PyTorch code for our paper "Dog-IQA: Standard-guided Zero-shot MLLM for Mix-grain Image Quality Assessment"☆28Oct 7, 2024Updated last year
- Official repo for "GMS-3DQA: Projection-based Grid Mini-patch Sampling for 3D Model Quality Assessment"☆13Mar 10, 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…☆87Sep 29, 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
- Enhancing Blind Video Quality Assessment with Rich Quality-aware Features☆62Jul 4, 2024Updated last year
- ☆18Dec 25, 2023Updated 2 years ago
- [ACMMM 2024] AesExpert: Towards Multi-modality Foundation Model for Image Aesthetics Perception☆103Jan 19, 2025Updated last year
- [TCSVT 2025] Official code release of our paper "Towards Explainable Image Aesthetics Assessment With Attribute-Oriented Critiques Genera…☆22Oct 26, 2025Updated 4 months ago
- [TIP 2025] Advancing Zero-Shot Digital Human Quality Assessment through Text-Prompted Evaluation☆10Jul 8, 2023Updated 2 years ago
- [Neurips 24 Spotlight] Training in Pairs + Inference on Single Image with Anchors☆48Feb 20, 2025Updated last year
- AAAI-2024☆23Sep 18, 2025Updated 6 months ago
- [CVPR 2025 满分论文 Ratings: 555]☆37May 9, 2025Updated 10 months ago
- Unifying Image Processing as Visual Prompting Question Answering☆24Jun 17, 2024Updated last year
- ☆13Oct 17, 2024Updated last year
- Backup repo for "MD-VQA: Multi-Dimensional Quality Assessment for UGC Live Videos"☆14Feb 16, 2024Updated 2 years ago
- Official implementation for "Seagull: No-reference Image Quality Assessment for Regions of Interest via Visual-Language Instruction Tunin…☆58Mar 7, 2025Updated last year
- [ICLR'26] "Grounding-IQA: Grounding Multimodal Language Model for Image Quality Assessment"☆60Jan 27, 2026Updated last month
- [Neurips 24' D&B] Official Dataloader and Evaluation Scripts for LongVideoBench.☆115Jul 27, 2024Updated last year
- Repo for "Q-Eval-100K: Evaluating Visual Quality and Alignment Level for Text-to-Vision Content"☆41Jun 9, 2025Updated 9 months ago
- [ACMMM Oral, 2023] "Towards Explainable In-the-wild Video Quality Assessment: A Database and a Language-Prompted Approach"☆86Aug 12, 2024Updated last year
- [ICME 2023 Oral, Extended to TIP (UR)] The best zero-shot VQA approach that even outperforms several fully-supervised methods.☆41Jul 11, 2023Updated 2 years ago
- Official code for "Defense Against Adversarial Attacks on No-Reference Image Quality Models with Gradient Norm Regularization"☆17Aug 7, 2024Updated last year
- DepictQA: Depicted Image Quality Assessment with Vision Language Models☆203Nov 28, 2025Updated 3 months ago
- [ICLR 2025] What do we expect from LMMs as AIGI evaluators and how do they perform?☆139Feb 3, 2025Updated last year
- [CVPR 2025] A benchmark for video quality understanding of LMMs☆111Mar 14, 2025Updated last year
- ☆17Oct 22, 2024Updated last year
- [NeurIPS 2025🔥:] EVODiff is an inference-time refinement method for diffusion models that improves sampling efficiency and generative f…☆29Feb 2, 2026Updated last month
- Collections of papers, databases, and codes targeted at point cloud quality assessment (PCQA), mesh quality assessment (MQA), 3D model qu…☆119Feb 28, 2026Updated 3 weeks ago
- [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
- ①[ICLR2024 Spotlight] (GPT-4V/Gemini-Pro/Qwen-VL-Plus+16 OS MLLMs) A benchmark for multi-modality LLMs (MLLMs) on low-level vision and vi…☆283Aug 12, 2024Updated last year