Code for CVPR 2025 submission paper "Revisiting Video Quality Assessment from the Perspective of Generalization".
- Python (3.11.5)
- Pytorch (2.1.2)
- torchvision (0.16.2)
- CUDA (12.0)
./fastvqa
: Code for FAST-VQA-AWP../sama
: Code for SAMA-AWP../simplevqa
: Code for SimpleVQA-AWP.
- FAST-VQA-wd
cd ./fastvqa
CUDA_VISIBLE_DEVICES='0' python train.py --wd 0.0005
- FAST-VQA-AuA
cd ./fastvqa
CUDA_VISIBLE_DEVICES='0' python train.py --aua
- FAST-VQA-RWP
cd ./fastvqa
CUDA_VISIBLE_DEVICES='0' python train.py --rwp --gamma 0.0001
- FAST-VQA-AWP
cd ./fastvqa
CUDA_VISIBLE_DEVICES='0' python train.py --awp --gamma 0.0001
- SimpleVQA-AWP
cd ./simplevqa
CUDA_VISIBLE_DEVICES='0' python train_LSVQ.py --awp --gamma 0.0001
- SAMA-AWP
cd ./sama
CUDA_VISIBLE_DEVICES='0' python train.py --awp --gamma 0.0001
[1] SimpleVQA: https://github.com/sunwei925/SimpleVQA
[2] FAST-VQA: https://github.com/VQAssessment/FAST-VQA-and-FasterVQA