Update scripts/2_generate_iqa_detail.py
Browse files- scripts/2_generate_iqa_detail.py +134 -134
scripts/2_generate_iqa_detail.py
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@@ -46,150 +46,150 @@ base_rt = f'/home/work/shared-fi-datasets-01/users/hsiang.chen/Project/Datasets/
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dataset_dict = {
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# Image Restoration
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## Super Resolution (3)
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## Composite (1)
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"Composite": {
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"CDD": {
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dataset_dict = {
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# Image Restoration
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## Super Resolution (3)
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"HR": {
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"DIV2K": {'train': 'SuperResolution/DIV2K/metas/DIV2K_train_HR.list', # (800, single)
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'val': 'SuperResolution/DIV2K/metas/DIV2K_valid_HR.list'}, # (100, single)
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"Flickr2K": {'train': 'SuperResolution/Flickr2K/metas/Flickr2K_HR.list'}, # (2650, single)
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"OST": {'train': 'SuperResolution/OST/metas/OST_HR.list'}, # (10324, single)
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},
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"Low Resolution": {
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"DIV2K": {'train1': 'SuperResolution/DIV2K/metas/DIV2K_train_pair_SR1.list', # (800, pair)
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'train2': 'SuperResolution/DIV2K/metas/DIV2K_train_pair_SR2.list', # (800, pair)
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'train3': 'SuperResolution/DIV2K/metas/DIV2K_train_pair_SR3.list', # (800, pair)
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'val': 'SuperResolution/DIV2K/metas/DIV2K_valid_pair_SR.list'}, # (100, pair)
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"Flickr2K": {'train1': 'SuperResolution/Flickr2K/metas/Flickr2K_train_pair_SR1.list', # (2650, pair)
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'train2': 'SuperResolution/Flickr2K/metas/Flickr2K_train_pair_SR2.list', # (2650, pair)
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'train3': 'SuperResolution/Flickr2K/metas/Flickr2K_train_pair_SR3.list'},# (2650, pair)
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"OST": {'train1': 'SuperResolution/OST/metas/OST_train_pair_SR1.list', # (10324, pair)
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'train2': 'SuperResolution/OST/metas/OST_train_pair_SR2.list', # (10324, pair)
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'train3': 'SuperResolution/OST/metas/OST_train_pair_SR3.list'}, # (10324, pair)
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},
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## Derain (5)
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"Rain": {
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"RainTrainL": {'train': 'Derain/RainTrainL/metas/train.list'}, # (200, pair)
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"Rain100L": {'test': 'Derain/Rain100L/metas/test.list'}, # (100, pair)
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"LHPRain": {'train': 'Derain/LHPRain/metas/train.list', # (2100, pair)
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'val': 'Derain/LHPRain/metas/val.list', # (600, pair)
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'test': 'Derain/LHPRain/metas/test.list'}, # (300, pair)
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"UHDRain": {'train': 'Derain/UHD-Rain/metas/train.list', # (3000, pair)
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'test': 'Derain/UHD-Rain/metas/test.list'}, # (200, pair)
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"Practical": {'test': 'Derain/Practical/metas/test.list'}, # (15, real)
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},
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## Deraindrop (2)
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"RainDrop": {
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"RainDrop": {'train': 'Derain/RainDrop/metas/Raindrop_train.list', # (861, pair)
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'test_a': 'Derain/RainDrop/metas/Raindrop_test_a.list', # (58, pair)
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'test_b': 'Derain/RainDrop/metas/Raindrop_test_b.list'}, # (249, pair)
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"RainDS_syn_rainstreak": {'train': 'Derain/RainDS/metas/RainDS_syn_train_rainstreak.list', # (1000, pair)
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'test': 'Derain/RainDS/metas/RainDS_syn_test_rainstreak.list'}, # (200, pair)
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"RainDS_syn_raindrop": {'train': 'Derain/RainDS/metas/RainDS_syn_train_raindrop.list', # (1000, pair)
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'test': 'Derain/RainDS/metas/RainDS_syn_test_raindrop.list'}, # (200, pair)
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"RainDS_syn_rainstreak_raindrop": {'train': 'Derain/RainDS/metas/RainDS_syn_train_rainstreak_raindrop.list', # (1000, pair)
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'test': 'Derain/RainDS/metas/RainDS_syn_test_rainstreak_raindrop.list'}, # (200, pair)
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"RainDS_real_rainstreak": {'train': 'Derain/RainDS/metas/RainDS_real_train_set_rainstreak.list', # (150, pair)
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'test': 'Derain/RainDS/metas/RainDS_real_test_set_rainstreak.list'}, # (98, pair)
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"RainDS_real_raindrop": {'train': 'Derain/RainDS/metas/RainDS_real_train_set_raindrop.list', # (150, pair)
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'test': 'Derain/RainDS/metas/RainDS_real_test_set_raindrop.list'}, # (98, pair)
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"RainDS_real_rainstreak_raindrop": {'train': 'Derain/RainDS/metas/RainDS_real_train_set_rainstreak_raindrop.list', # (150, pair)
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'test': 'Derain/RainDS/metas/RainDS_real_test_set_rainstreak.list'}, # (98, pair)
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},
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## Dehaze (5)
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"Fog":{
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"SOTS": {'test': 'Dehaze/SOTS/metas/test.list'}, # (500, pair)
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"OTS": {'train': 'Dehaze/OTS/metas/train.list'}, # (72135, pair)
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"4kID": {'train': 'Dehaze/4kID/metas/train.list', # (15606, pair)
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'test': 'Dehaze/4kID/metas/test.list'}, # (97, pair)
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"Unann": {'test': 'Dehaze/UnannotatedHazyImages/metas/test.list'}, # (4809, real)
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"NH-Haze": {'test': 'Dehaze/NH-Haze/metas/test.list'}, # (5, real)
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},
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## Denoise (9)
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"Noise": {
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"BSD400": {'train': 'Denoise/BSD400/metas/BSD400.list',
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'train1': 'Denoise/BSD400/metas/BSD400_Noise_L1.list',
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'train2': 'Denoise/BSD400/metas/BSD400_Noise_L3.list',
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'train3': 'Denoise/BSD400/metas/BSD400_Noise_L5.list',}, # (400, syn)
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"WED": {'train': 'Denoise/WaterlooED/metas/WaterlooED.list',
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'train1': 'Denoise/WaterlooED/metas/WaterlooED_Noise_L1.list',
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'train2': 'Denoise/WaterlooED/metas/WaterlooED_Noise_L3.list',
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'train3': 'Denoise/WaterlooED/metas/WaterlooED_Noise_L5.list',}, # (4744, syn)
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"BSD68": {'test': 'Denoise/BSD68/metas/BSD68.list',
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'test1': 'Denoise/BSD68/metas/BSD68_Noise_L1.list',
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'test2': 'Denoise/BSD68/metas/BSD68_Noise_L3.list',
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'test3': 'Denoise/BSD68/metas/BSD68_Noise_L5.list'}, # (68, syn)
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"Urban": {'test': 'Denoise/Urban100/metas/Urban100.list',
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'test1': 'Denoise/Urban100/metas/Urban100_Noise_L1.list',
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'test2': 'Denoise/Urban100/metas/Urban100_Noise_L3.list',
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'test3': 'Denoise/Urban100/metas/Urban100_Noise_L5.list'}, # (100, syn)
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"CBSD68": {'test': 'Denoise/CBSD68/metas/CBSD68.list',
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'test1': 'Denoise/CBSD68/metas/CBSD68_Noise_L1.list',
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'test2': 'Denoise/CBSD68/metas/CBSD68_Noise_L3.list',
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'test3': 'Denoise/CBSD68/metas/CBSD68_Noise_L5.list',}, # (68, syn)
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"Kodak": {'test': 'Denoise/Kodak/metas/Kodak.list',
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'test1': 'Denoise/Kodak/metas/Kodak_Noise_L1.list',
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'test2': 'Denoise/Kodak/metas/Kodak_Noise_L3.list',
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'test3': 'Denoise/Kodak/metas/Kodak_Noise_L5.list'}, # (24, syn)
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"McMaster": {'test': 'Denoise/McMaster/metas/McMaster.list',
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'test1': 'Denoise/McMaster/metas/McMaster_Noise_L1.list',
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'test2': 'Denoise/McMaster/metas/McMaster_Noise_L3.list',
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'test3': 'Denoise/McMaster/metas/McMaster_Noise_L5.list'}, # (18, syn)
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"Set12": {'test': 'Denoise/Set12/metas/Set12.list',
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'test1': 'Denoise/Set12/metas/Set12_Noise_L1.list',
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'test2': 'Denoise/Set12/metas/Set12_Noise_L3.list',
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'test3': 'Denoise/Set12/metas/Set12_Noise_L5.list',}, # (12, syn)
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"SIDD": {'train': 'Denoise/SIDD/metas/train.list', # (320, pair)
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'test': 'Denoise/SIDD/metas/test.list'}, # (1280, pair)
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"DIV2K": {'train1': 'SuperResolution/DIV2K/metas/DIV2K_train_pair_Noise_L1.list', # (800, pair)
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'train2': 'SuperResolution/DIV2K/metas/DIV2K_train_pair_Noise_L3.list', # (800, pair)
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'train3': 'SuperResolution/DIV2K/metas/DIV2K_train_pair_Noise_L5.list', # (800, pair)
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'val': 'SuperResolution/DIV2K/metas/DIV2K_valid_pair_Noise.list'}, # (100, pair)
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"Flickr2K": {'train1': 'SuperResolution/Flickr2K/metas/Flickr2K_train_pair_Noise_L1.list', # (2650, pair)
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'train2': 'SuperResolution/Flickr2K/metas/Flickr2K_train_pair_Noise_L3.list', # (2650, pair)
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'train3': 'SuperResolution/Flickr2K/metas/Flickr2K_train_pair_Noise_L5.list'},# (2650, pair)
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},
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## Desnow (2)
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"Snow": {
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"Snow100k": {'train': 'Desnow/Snow100k/metas/train.list'}, # (50000, syn)
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"Snow100k-S": {'test': 'Desnow/Snow100k/metas/test_S.list'}, # (16611, syn)
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"Snow100k-M": {'test': 'Desnow/Snow100k/metas/test_M.list'}, # (16588, syn)
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"Snow100k-L": {'test': 'Desnow/Snow100k/metas/test_L.list'}, # (16801, syn)
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"Snow100k-R": {'test': 'Desnow/Snow100k/metas/test_realistic.list'}, # (1329, real)
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"UHDSnow": {'train': 'Desnow/UHD-Snow/metas/train.list', # (3000, pair)
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'test': 'Desnow/UHD-Snow/metas/test.list'}, # (200, pair)
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},
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## Deblur (3)
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"Blur": {
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"GoPro": {'train': 'Deblur/GoPro/metas/train.list', # (2103, pair)
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'test': 'Deblur/GoPro/metas/test.list'}, # (1111, pair)
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"HIDE": {'train': 'Deblur/HIDE/metas/train.list', # (6397, pair)
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'test': 'Deblur/HIDE/metas/test.list'}, # (2025, pair)
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"RealBlur-J": {'test': 'Deblur/RealBlur-J_ECC_IMCORR_centroid_itensity_ref/metas/test.list'}, # (980, pair)
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"RealBlur-R": {'test': 'Deblur/RealBlur-R_BM3D_ECC_IMCORR_centroid_itensity_ref/metas/test.list'},# (980, pair)
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},
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## Lowlight (6)
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"Low-light": {
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"LOL": {'train': 'LowLight/LOL/metas/train.list', # (485, pair)
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'test': 'LowLight/LOL/metas/test.list'}, # (15, pair)
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"DICM": {'test': 'LowLight/DICM/metas/test.list'}, # (69, real)
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"MEF": {'test': 'LowLight/MEF/metas/test.list'}, # (17, real)
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"NPE": {'test': 'LowLight/NPE/metas/test.list'}, # (8, real)
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"LIME": {'test': 'LowLight/LIME/metas/test.list'}, # (10, real)
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"VV": {'test': 'LowLight/VV/metas/test.list'}, # (24, real)
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},
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## Others (1)
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"Unknown": {
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"UDC": {'val': 'Other/UDC/metas/val.list', # (60, pair)
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'test': 'Other/UDC/metas/test.list'}, # (60, pair)
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},
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## Composite (1)
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"Composite": {
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"CDD": {
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