Haoning Wu's Homepage

Open-source evaluation toolkit of large vision-language models (LVLMs), support ~100 VLMs, 40+ benchmarks

Q-Bench, Q-Bench+ and LongVideoBench for LMMs-Eval

Codebase for Aria - an Open Multimodal Native MoE

Adding Aria Performance

[LMM + AIGC] What do we expect from LMMs as AIGI evaluators and how do they perform?

④[Comparison among Multiple Images!] A study on open-ended multi-image quality comparison: a dataset, a model and a benchmark.

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

[NeurIPS 2023 Oral] Visual Instruction Tuning: LLaVA (Large Language-and-Vision Assistant) built towards multimodal GPT-4 level capabilities.

[IQA, IAA, VQA] All-in-one LMM/MLLM for visual scoring.

TL, DR: Low-level visual instruction tuning, with dataset and fine-tuned checkpoints.

A fork for opencompass to integrate Q-Bench into irt.

This is a [forked version] for author's debugging. Please jump to https://github.com/QualityAssessment/DOVER for stable version to use.

TL, DR: A systematic benchmark for multi-modality LLMs (MLLMs) on low-level vision and visual quality assessment.

[ACMMM, 2023] "Towards Explainable Video Quality Assessment: A Database and a Language-Prompted Approach"

Official Code for [ECCV2022 Paper] FAST-VQA: Efficient End-to-End Video Quality Assessment with Fragment Sampling, and its extended version FasterVQA.

[AAAI 2023] Exploring CLIP for Assessing the Look and Feel of Images

[TPAMI Special Issue on ICCV 2021 Best Papers, Oral] Just Ask: Learning to Answer Questions from Millions of Narrated Videos

[official] Quality Assessment of In-the-Wild Videos (ACM MM 2019)

Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, etc. Also support StyleGA…

This is an official implementation for "Video Swin Transformers".

Norm-in-Norm Loss with Faster Convergence and Better Performance for Image Quality Assessment (ACM MM 2020)

PKU一键出入校备案小工具

High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

Various Notebooks for Lernapparat.de