Q-Future / Q-Bench
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 visual quality assessment.
☆251Updated 5 months ago
Alternatives and similar repositories for Q-Bench:
Users that are interested in Q-Bench are comparing it to the libraries listed below
- ②[CVPR 2024] Low-level visual instruction tuning, with a 200K dataset and a model zoo for fine-tuned checkpoints.☆210Updated 5 months ago
- [ACMMM Oral, 2023] "Towards Explainable In-the-wild Video Quality Assessment: A Database and a Language-Prompted Approach"☆70Updated 5 months 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…☆74Updated 4 months ago
- [CVPR2023] Blind Image Quality Assessment via Vision-Language Correspondence: A Multitask Learning Perspective☆210Updated 3 weeks ago
- [ICCV 2023, Official Code] for paper "Exploring Video Quality Assessment on User Generated Contents from Aesthetic and Technical Perspect…☆325Updated 5 months ago
- DepictQA: Depicted Image Quality Assessment with Vision Language Models☆102Updated 2 months ago
- [ECCV 2024] Official Pytorch Implementation of A Comprehensive Study of Multimodal Large Language Models for Image Quality Assessment☆68Updated 6 months ago
- Quality-Aware Image-Text Alignment for Real-World Image Quality Assessment☆61Updated 2 weeks ago
- ③[ICML2024] [IQA, IAA, VQA] All-in-one Foundation Model for visual scoring. Can efficiently fine-tune to downstream datasets.☆343Updated 5 months ago
- [ACMMM 2024] AesExpert: Towards Multi-modality Foundation Model for Image Aesthetics Perception☆70Updated last week
- Official released code for VQA² series models☆25Updated last month
- [IEEE TCSVT2023] A Fine-grained Subjective Perception & Alignment Database for AI Generated Image Quality Assessment☆55Updated last year
- [ICME 2023 Oral, Extended to TIP (UR)] The best zero-shot VQA approach that even outperforms several fully-supervised methods.☆36Updated last year
- [Neurips 24 Spotlight] Training in Pairs + Inference on Single Image with Anchors☆30Updated 5 months ago
- Blind Quality Assessment for in-the-Wild Images via Hierarchical Feature Fusion and Iterative Mixed Database Training☆27Updated last year
- Official codes for "Q-Ground: Image Quality Grounding with Large Multi-modality Models", ACM MM2024 (Oral)☆33Updated 3 months ago
- An expert benchmark aiming to comprehensively evaluate the aesthetic perception capacities of MLLMs.☆221Updated 5 months ago
- [WACV 2024 Oral] - ARNIQA: Learning Distortion Manifold for Image Quality Assessment☆120Updated 2 months ago
- Enhancing Blind Video Quality Assessment with Rich Quality-aware Features☆33Updated 6 months ago
- [ICME2024, Official Code] for paper "Bringing Textual Prompt to AI-Generated Image Quality Assessment"☆17Updated 6 months ago
- ☆21Updated 4 months ago
- 🏆 [CVPRW 2024] COVER: A Comprehensive Video Quality Evaluator. 🥇 Winner solution for Video Quality Assessment Challenge at the 1st AIS…☆49Updated 6 months ago
- Official implementation for CVPR2023 Paper "Re-IQA : Unsupervised Learning for Image Quality Assessment in the Wild"☆101Updated 9 months ago
- [ECCV2022, TPAMI2023] FAST-VQA, and its extended version FasterVQA.☆267Updated 5 months ago
- [CVPRW 2023] Zoom-VQA: Patches, Frames and Clips Integration for Video Quality Assessment☆30Updated last year
- [TCSVT 2024] Official code release of our paper "Towards Explainable Image Aesthetics Assessment With Attribute-Oriented Critiques Genera…☆17Updated 3 months ago
- ☆114Updated 7 months ago
- ☆17Updated 9 months ago
- Checkpoints, logs and source code for AAAI-23 paper 'Data-Efficient Image Quality Assessment with Attention-Panel Decoder'☆38Updated 9 months ago
- [AAAI 2023] Exploring CLIP for Assessing the Look and Feel of Images☆368Updated last year