.gitignore
.pre-commit-config.yaml
.readthedocs.yml
LICENSE
LICENSE-S-Lab
Makefile
README.md
benchmark_results.py
inference_iqa.py
pyproject.toml
requirements.txt
ResultsCalibra/MatlabReproduceNote.md
ResultsCalibra/ResultsCalibra.md
ResultsCalibra/calibration_summary.csv
ResultsCalibra/results_official.csv
ResultsCalibra/dist_dir/I03.bmp
ResultsCalibra/dist_dir/I04.bmp
ResultsCalibra/dist_dir/I06.bmp
ResultsCalibra/dist_dir/I08.bmp
ResultsCalibra/dist_dir/I19.bmp
ResultsCalibra/ref_dir/I03.bmp
ResultsCalibra/ref_dir/I04.bmp
ResultsCalibra/ref_dir/I06.bmp
ResultsCalibra/ref_dir/I08.bmp
ResultsCalibra/ref_dir/I19.bmp
docs/Dataset_Preparation.md
docs/Instruction.md
docs/Makefile
docs/ModelCard.md
docs/api_entries.rst
docs/benchmark.rst
docs/conf.py
docs/demo.gif
docs/examples.rst
docs/history_changelog.md
docs/index.rst
docs/installation.rst
docs/metrics_implement.rst
docs/pyiqa_icon_dalle.jpg
docs/pyiqa_logo.jpg
docs/pyiqa_logo2.png
docs/requirements.txt
docs/training_tools.rst
options/benchmark_MetaIQA_data_opts.yml
options/example_benchmark_data_opts.yml
options/example_benchmark_metric_opts.yml
options/test/ESRGAN/test_ESRGAN_x4.yml
options/test/ESRGAN/test_ESRGAN_x4_woGT.yml
options/test/ESRGAN/test_RRDBNet_PSNR_x4.yml
options/test/RCAN/test_RCAN.yml
options/train/train_general_iqa.yml
options/train/train_laion_aes_ava.yml
options/train/CLIPIQA/train_CLIPIQA_koniq10k.yml
options/train/CNNIQA/train_CNNIQA.yml
options/train/DBCNN/train_DBCNN.yml
options/train/DBCNN/train_DBCNN_koniq10k.yml
options/train/DBCNN/train_DBCNN_tid.yml
options/train/HyperNet/train_HyperNet.yml
options/train/METAIQA/train_MetaIQA_finetune.yml
options/train/NIMA/train_NIMA.yml
options/train/NIMA/train_NIMA_inception_ava.yml
options/train/NIMA/train_NIMA_inception_koniq.yml
options/train/NIMA/train_NIMA_inception_spaq.yml
options/train/QualiCLIP/train_QualiCLIP_clive.yml
options/train/QualiCLIP/train_QualiCLIP_flive.yml
options/train/QualiCLIP/train_QualiCLIP_koniq10k.yml
options/train/QualiCLIP/train_QualiCLIP_spaq.yml
options/train/TOPIQ/train_TOPIQ_res50_ava.yml
options/train/TOPIQ/train_TOPIQ_res50_cgfiqa.yml
options/train/TOPIQ/train_TOPIQ_res50_gfiqa.yml
options/train/TOPIQ/train_TOPIQ_res50_koniq.yml
options/train/TOPIQ/train_TOPIQ_swin_ava.yml
options/train/TOPIQ/train_TOPIQ_swin_cgfiqa.yml
options/train/WaDIQaM/train_WaDIQaM_FR_kadid.yml
options/train/WaDIQaM/train_WaDIQaM_NR_koniq.yml
pyiqa/__init__.py
pyiqa/api_helpers.py
pyiqa/default_dataset_configs.yml
pyiqa/default_model_configs.py
pyiqa/pyiqa_cmd.py
pyiqa/test.py
pyiqa/train.py
pyiqa/train_nsplits.py
pyiqa/version.py
pyiqa.egg-info/PKG-INFO
pyiqa.egg-info/SOURCES.txt
pyiqa.egg-info/dependency_links.txt
pyiqa.egg-info/entry_points.txt
pyiqa.egg-info/requires.txt
pyiqa.egg-info/scm_file_list.json
pyiqa.egg-info/scm_version.json
pyiqa.egg-info/top_level.txt
pyiqa/archs/__init__.py
pyiqa/archs/afine_arch.py
pyiqa/archs/afineclip_model.py
pyiqa/archs/ahiq_arch.py
pyiqa/archs/arch_util.py
pyiqa/archs/arniqa_arch.py
pyiqa/archs/brisque_arch.py
pyiqa/archs/ckdn_arch.py
pyiqa/archs/clip_imports.py
pyiqa/archs/clip_model.py
pyiqa/archs/clipiqa_arch.py
pyiqa/archs/clipscore_arch.py
pyiqa/archs/cnniqa_arch.py
pyiqa/archs/compare2score_arch.py
pyiqa/archs/constants.py
pyiqa/archs/dbcnn_arch.py
pyiqa/archs/deepdc_arch.py
pyiqa/archs/dists_arch.py
pyiqa/archs/dmm_arch.py
pyiqa/archs/entropy_arch.py
pyiqa/archs/fgresq_arch.py
pyiqa/archs/fid_arch.py
pyiqa/archs/fsim_arch.py
pyiqa/archs/func_util.py
pyiqa/archs/gmsd_arch.py
pyiqa/archs/hypernet_arch.py
pyiqa/archs/inception.py
pyiqa/archs/inceptionscore_arch.py
pyiqa/archs/interpolate_compat_tensorflow.py
pyiqa/archs/iqt_arch.py
pyiqa/archs/laion_aes_arch.py
pyiqa/archs/liqe_arch.py
pyiqa/archs/lpips_arch.py
pyiqa/archs/maclip_arch.py
pyiqa/archs/mad_arch.py
pyiqa/archs/maniqa_arch.py
pyiqa/archs/maniqa_swin.py
pyiqa/archs/metaiqa_arch.py
pyiqa/archs/msswd_arch.py
pyiqa/archs/musiq_arch.py
pyiqa/archs/nima_arch.py
pyiqa/archs/niqe_arch.py
pyiqa/archs/nlpd_arch.py
pyiqa/archs/nrqm_arch.py
pyiqa/archs/paq2piq_arch.py
pyiqa/archs/pieapp_arch.py
pyiqa/archs/piqe_arch.py
pyiqa/archs/psnr_arch.py
pyiqa/archs/qalign_arch.py
pyiqa/archs/qrealign_arch.py
pyiqa/archs/qualiclip_arch.py
pyiqa/archs/ssim_arch.py
pyiqa/archs/stlpips_arch.py
pyiqa/archs/topiq_arch.py
pyiqa/archs/topiq_swin.py
pyiqa/archs/tres_arch.py
pyiqa/archs/unique_arch.py
pyiqa/archs/uranker_arch.py
pyiqa/archs/vif_arch.py
pyiqa/archs/vsi_arch.py
pyiqa/archs/wadiqam_arch.py
pyiqa/archs/q_align/__init__.py
pyiqa/archs/q_align/cmp_modelling_mplug_owl2.py
pyiqa/archs/q_align/configuration_mplug_owl2.py
pyiqa/archs/q_align/modeling_attn_mask_utils.py
pyiqa/archs/q_align/modeling_llama2.py
pyiqa/archs/q_align/modeling_mplug_owl2.py
pyiqa/archs/q_align/visual_encoder.py
pyiqa/archs/qrealign/__init__.py
pyiqa/archs/qrealign/qrealign_compat.py
pyiqa/archs/qrealign/qwen3_5_src/__init__.py
pyiqa/archs/qrealign/qwen3_5_src/configuration_qwen3_5.py
pyiqa/archs/qrealign/qwen3_5_src/modeling_qwen3_5.py
pyiqa/archs/qrealign/qwen3_5_src/tokenization_qwen3_5.py
pyiqa/data/__init__.py
pyiqa/data/ava_dataset.py
pyiqa/data/bapps_dataset.py
pyiqa/data/base_iqa_dataset.py
pyiqa/data/data_sampler.py
pyiqa/data/data_util.py
pyiqa/data/dataset_api.py
pyiqa/data/general_fr_dataset.py
pyiqa/data/general_nr_dataset.py
pyiqa/data/livechallenge_dataset.py
pyiqa/data/multiscale_trans_util.py
pyiqa/data/pieapp_dataset.py
pyiqa/data/piq_dataset.py
pyiqa/data/prefetch_dataloader.py
pyiqa/data/transforms.py
pyiqa/losses/__init__.py
pyiqa/losses/iqa_losses.py
pyiqa/losses/loss_util.py
pyiqa/losses/losses.py
pyiqa/matlab_utils/__init__.py
pyiqa/matlab_utils/functions.py
pyiqa/matlab_utils/math_util.py
pyiqa/matlab_utils/nss_feature.py
pyiqa/matlab_utils/padding.py
pyiqa/matlab_utils/resize.py
pyiqa/matlab_utils/scfpyr_util.py
pyiqa/metrics/__init__.py
pyiqa/metrics/correlation_coefficient.py
pyiqa/metrics/other_metrics.py
pyiqa/models/__init__.py
pyiqa/models/bapps_model.py
pyiqa/models/base_model.py
pyiqa/models/dbcnn_model.py
pyiqa/models/distiqa_model.py
pyiqa/models/general_iqa_model.py
pyiqa/models/inference_model.py
pyiqa/models/lr_scheduler.py
pyiqa/models/pieapp_model.py
pyiqa/models/wadiqam_model.py
pyiqa/utils/__init__.py
pyiqa/utils/color_util.py
pyiqa/utils/dist_util.py
pyiqa/utils/download_util.py
pyiqa/utils/img_util.py
pyiqa/utils/logger.py
pyiqa/utils/misc.py
pyiqa/utils/options.py
pyiqa/utils/registry.py
scripts/convert_musiq_to_pth.py
scripts/process_ava.py
scripts/process_bapps.py
scripts/process_cfgiqa.py
scripts/process_csiq.py
scripts/process_flive.py
scripts/process_gfiqa.py
scripts/process_kadid10k.py
scripts/process_koniq10k.py
scripts/process_live.py
scripts/process_livechallenge.py
scripts/process_livemd.py
scripts/process_pieapp.py
scripts/process_pipal.py
scripts/process_piq.py
scripts/process_spaq.py
scripts/process_tid.py
tests/Efficiency_benchmark.csv
tests/FFHQ_score_topiq_nr-face.csv
tests/FR_benchmark_results.csv
tests/Face_benchmark_results.csv
tests/IAA_benchmark_results.csv
tests/NR_benchmark_results.csv
tests/__init__.py
tests/conftest.py
tests/test_datasets_general.py
tests/test_efficiency.py
tests/test_metric_general.py
tests/test_efficiency_img_dir/SPAQ_10241.jpg
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