zzc-1998 / MLLM-QA-Papers-with-CodeLinks
Collections of papers and code for employing MLLM for quality assessment tasks.
☆13Updated 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:
- Official codes for "Q-Ground: Image Quality Grounding with Large Multi-modality Models", ACM MM2024 (Oral)☆43Updated last year
- [ACMMM2025] Official released code for VQA² series models☆60Updated last month
- ④[ECCV 2024 Oral, Comparison among Multiple Images!] A study on open-ended multi-image quality comparison: a dataset, a model and a bench…☆86Updated last year
- [TPAMI] Multi-modality Multi-attribute Contrastive Pre-training for Image Aesthetics Computing☆24Updated 5 months ago
- AGIQA-1k-Database for AI Generated Content Image Quality Assessment☆28Updated 2 years ago
- [ICME 2023 Oral, Extended to TIP (UR)] The best zero-shot VQA approach that even outperforms several fully-supervised methods.☆40Updated 2 years ago
- [TMM] MINT-IQA: Quality Assessment for AI Generated Images with Instruction Tuning☆20Updated 2 weeks ago
- [ECCV 2024] Official Pytorch Implementation of A Comprehensive Study of Multimodal Large Language Models for Image Quality Assessment☆89Updated last year
- [IEEE TCSVT2023] A Fine-grained Subjective Perception & Alignment Database for AI Generated Image Quality Assessment☆67Updated 2 years ago
- [CVPR 2025 满分论文 Ratings: 555]☆36Updated 6 months ago
- [Neurips 24 Spotlight] Training in Pairs + Inference on Single Image with Anchors☆46Updated 9 months ago
- ☆27Updated last year
- PyTorch code for our paper "Grounding-IQA: Grounding Multimodal Language Model for Image Quality Assessment"☆54Updated 2 months ago
- ☆26Updated 6 months ago
- [IEEE TCSVT'24] Study of Subjective and Objective Naturalness Assessment of AI-Generated Images☆37Updated 6 months ago
- [CVPR 2025] AIGV-Assessor: Benchmarking and Evaluating the Perceptual Quality of Text-to-Video Generation with LMM☆17Updated 4 months ago
- PyTorch code for our paper "Dog-IQA: Standard-guided Zero-shot MLLM for Mix-grain Image Quality Assessment"☆26Updated last year
- PKU-I2IQA: An Image-to-Image Quality Assessment Database for AI Generated Images☆16Updated last year
- Official repo for `LMM-PCQA: Assisting Point Cloud Quality Assessment with LMM', ACM MM2024 Oral☆18Updated last year
- [MM 2024 Oral] Refiner for AIGC☆29Updated last year
- [ACMMM Oral, 2023] "Towards Explainable In-the-wild Video Quality Assessment: A Database and a Language-Prompted Approach"☆84Updated last year
- Official implementation for "Seagull: No-reference Image Quality Assessment for Regions of Interest via Visual-Language Instruction Tunin…☆55Updated 9 months ago
- Official code for our CVPR 2025 paper: "Toward Generalized Image Quality Assessment: Relaxing the Perfect Reference Quality Assumption"☆60Updated 2 months ago
- ☆25Updated last year
- [NeurIPS 2025 Spotlight] VisualQuality-R1 is the first open-sourced NR-IQA model can accurately describe and rate the image quality.☆133Updated last month
- [CVPRW2024, Official Code] for paper "Exploring AIGC Video Quality: A Focus on Visual Harmony, Video-Text Consistency and Domain Distribu…☆13Updated last year
- ②[CVPR 2024] Low-level visual instruction tuning, with a 200K dataset and a model zoo for fine-tuned checkpoints.☆233Updated last year
- [TIP 2025] Advancing Zero-Shot Digital Human Quality Assessment through Text-Prompted Evaluation☆11Updated 2 years ago
- 🔥Official PyTorch implementation for "LM4LV: A Frozen Large Language Model for Low-level Vision Tasks".☆53Updated last year
- [CVPR 2025] Teaching Large Language Models to Regress Accurate Image Quality Scores using Score Distribution☆205Updated last week