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Music Auto-Tagging
MagnaTagATune (clean)
EAsT-KD + PaSST
https://arxiv.org/abs/2306.17424v1
PR-AUC
46.1
Music Auto-Tagging
MagnaTagATune (clean)
EAsT-Final + PaSST
https://arxiv.org/abs/2306.17424v1
ROC-AUC
91.2
Music Auto-Tagging
MagnaTagATune (clean)
EAsT-Final + PaSST
https://arxiv.org/abs/2306.17424v1
PR-AUC
45.9
Video Understanding > Video Quality Assessment
LIVE-YT-HFR
ST-GREED
https://arxiv.org/abs/2010.13715v2
SRCC
0.8822
Video Understanding > Video Quality Assessment
LIVE-YT-HFR
GREED-VMAF
https://arxiv.org/abs/2109.12785v1
SRCC
0.8658
Video Understanding > Video Quality Assessment
LIVE-YT-HFR
GSTI
https://arxiv.org/abs/2006.11424v2
SRCC
0.8064
Video Understanding > Video Quality Assessment
MSU NR VQA Database
MDTVSFA
https://arxiv.org/abs/2011.04263v2
SRCC
0.9289
Video Understanding > Video Quality Assessment
MSU NR VQA Database
MDTVSFA
https://arxiv.org/abs/2011.04263v2
PLCC
0.9431
Video Understanding > Video Quality Assessment
MSU NR VQA Database
MDTVSFA
https://arxiv.org/abs/2011.04263v2
KLCC
0.7883
Video Understanding > Video Quality Assessment
MSU NR VQA Database
MDTVSFA
https://arxiv.org/abs/2011.04263v2
Type
NR
Video Understanding > Video Quality Assessment
MSU NR VQA Database
DBCNN
https://arxiv.org/abs/1907.02665v1
SRCC
0.9220
Video Understanding > Video Quality Assessment
MSU NR VQA Database
DBCNN
https://arxiv.org/abs/1907.02665v1
PLCC
0.9222
Video Understanding > Video Quality Assessment
MSU NR VQA Database
DBCNN
https://arxiv.org/abs/1907.02665v1
KLCC
0.7750
Video Understanding > Video Quality Assessment
MSU NR VQA Database
DBCNN
https://arxiv.org/abs/1907.02665v1
Type
NR
Video Understanding > Video Quality Assessment
MSU NR VQA Database
UNIQUE
http://arxiv.org/abs/1810.06631v2
SRCC
0.9148
Video Understanding > Video Quality Assessment
MSU NR VQA Database
UNIQUE
http://arxiv.org/abs/1810.06631v2
PLCC
0.9238
Video Understanding > Video Quality Assessment
MSU NR VQA Database
UNIQUE
http://arxiv.org/abs/1810.06631v2
KLCC
0.7648
Video Understanding > Video Quality Assessment
MSU NR VQA Database
UNIQUE
http://arxiv.org/abs/1810.06631v2
Type
NR
Video Understanding > Video Quality Assessment
MSU NR VQA Database
LI
https://arxiv.org/abs/2108.08505v2
SRCC
0.9131
Video Understanding > Video Quality Assessment
MSU NR VQA Database
LI
https://arxiv.org/abs/2108.08505v2
PLCC
0.9270
Video Understanding > Video Quality Assessment
MSU NR VQA Database
LI
https://arxiv.org/abs/2108.08505v2
KLCC
0.7640
Video Understanding > Video Quality Assessment
MSU NR VQA Database
LI
https://arxiv.org/abs/2108.08505v2
Type
NR
Video Understanding > Video Quality Assessment
MSU NR VQA Database
LINEARITY
https://arxiv.org/abs/2008.03889v1
SRCC
0.9104
Video Understanding > Video Quality Assessment
MSU NR VQA Database
LINEARITY
https://arxiv.org/abs/2008.03889v1
PLCC
0.9106
Video Understanding > Video Quality Assessment
MSU NR VQA Database
LINEARITY
https://arxiv.org/abs/2008.03889v1
KLCC
0.7589
Video Understanding > Video Quality Assessment
MSU NR VQA Database
LINEARITY
https://arxiv.org/abs/2008.03889v1
Type
NR
Video Understanding > Video Quality Assessment
MSU NR VQA Database
VSFA
https://arxiv.org/abs/1908.00375v3
SRCC
0.9049
Video Understanding > Video Quality Assessment
MSU NR VQA Database
VSFA
https://arxiv.org/abs/1908.00375v3
PLCC
0.9180
Video Understanding > Video Quality Assessment
MSU NR VQA Database
VSFA
https://arxiv.org/abs/1908.00375v3
KLCC
0.7483
Video Understanding > Video Quality Assessment
MSU NR VQA Database
VSFA
https://arxiv.org/abs/1908.00375v3
Type
NR
Video Understanding > Video Quality Assessment
MSU NR VQA Database
MUSIQ
https://arxiv.org/abs/2108.05997v1
SRCC
0.9004
Video Understanding > Video Quality Assessment
MSU NR VQA Database
MUSIQ
https://arxiv.org/abs/2108.05997v1
PLCC
0.9068
Video Understanding > Video Quality Assessment
MSU NR VQA Database
MUSIQ
https://arxiv.org/abs/2108.05997v1
KLCC
0.7433
Video Understanding > Video Quality Assessment
MSU NR VQA Database
MUSIQ
https://arxiv.org/abs/2108.05997v1
Type
NR
Video Understanding > Video Quality Assessment
MSU NR VQA Database
DOVER
https://arxiv.org/abs/2211.04894v3
SRCC
0.8871
Video Understanding > Video Quality Assessment
MSU NR VQA Database
DOVER
https://arxiv.org/abs/2211.04894v3
PLCC
0.9099
Video Understanding > Video Quality Assessment
MSU NR VQA Database
DOVER
https://arxiv.org/abs/2211.04894v3
KLCC
0.7216
Video Understanding > Video Quality Assessment
MSU NR VQA Database
DOVER
https://arxiv.org/abs/2211.04894v3
Type
NR
Video Understanding > Video Quality Assessment
MSU NR VQA Database
SPAQ MT-S
http://openaccess.thecvf.com/content_CVPR_2020/html/Fang_Perceptual_Quality_Assessment_of_Smartphone_Photography_CVPR_2020_paper.html
SRCC
0.8822
Video Understanding > Video Quality Assessment
MSU NR VQA Database
SPAQ MT-S
http://openaccess.thecvf.com/content_CVPR_2020/html/Fang_Perceptual_Quality_Assessment_of_Smartphone_Photography_CVPR_2020_paper.html
PLCC
0.8814
Video Understanding > Video Quality Assessment
MSU NR VQA Database
SPAQ MT-S
http://openaccess.thecvf.com/content_CVPR_2020/html/Fang_Perceptual_Quality_Assessment_of_Smartphone_Photography_CVPR_2020_paper.html
KLCC
0.7186
Video Understanding > Video Quality Assessment
MSU NR VQA Database
SPAQ MT-S
http://openaccess.thecvf.com/content_CVPR_2020/html/Fang_Perceptual_Quality_Assessment_of_Smartphone_Photography_CVPR_2020_paper.html
Type
NR
Video Understanding > Video Quality Assessment
MSU NR VQA Database
SPAQ BL
http://openaccess.thecvf.com/content_CVPR_2020/html/Fang_Perceptual_Quality_Assessment_of_Smartphone_Photography_CVPR_2020_paper.html
SRCC
0.8799
Video Understanding > Video Quality Assessment
MSU NR VQA Database
SPAQ BL
http://openaccess.thecvf.com/content_CVPR_2020/html/Fang_Perceptual_Quality_Assessment_of_Smartphone_Photography_CVPR_2020_paper.html
PLCC
0.8855
Video Understanding > Video Quality Assessment
MSU NR VQA Database
SPAQ BL
http://openaccess.thecvf.com/content_CVPR_2020/html/Fang_Perceptual_Quality_Assessment_of_Smartphone_Photography_CVPR_2020_paper.html
KLCC
0.7106
Video Understanding > Video Quality Assessment
MSU NR VQA Database
SPAQ BL
http://openaccess.thecvf.com/content_CVPR_2020/html/Fang_Perceptual_Quality_Assessment_of_Smartphone_Photography_CVPR_2020_paper.html
Type
NR
Video Understanding > Video Quality Assessment
MSU NR VQA Database
SPAQ MT-A
http://openaccess.thecvf.com/content_CVPR_2020/html/Fang_Perceptual_Quality_Assessment_of_Smartphone_Photography_CVPR_2020_paper.html
SRCC
0.8794
Video Understanding > Video Quality Assessment
MSU NR VQA Database
SPAQ MT-A
http://openaccess.thecvf.com/content_CVPR_2020/html/Fang_Perceptual_Quality_Assessment_of_Smartphone_Photography_CVPR_2020_paper.html
PLCC
0.8824
Video Understanding > Video Quality Assessment
MSU NR VQA Database
SPAQ MT-A
http://openaccess.thecvf.com/content_CVPR_2020/html/Fang_Perceptual_Quality_Assessment_of_Smartphone_Photography_CVPR_2020_paper.html
KLCC
0.7148
Video Understanding > Video Quality Assessment
MSU NR VQA Database
SPAQ MT-A
http://openaccess.thecvf.com/content_CVPR_2020/html/Fang_Perceptual_Quality_Assessment_of_Smartphone_Photography_CVPR_2020_paper.html
Type
NR
Video Understanding > Video Quality Assessment
MSU NR VQA Database
GVSP-UGCVQA-NR (single_scale)
https://arxiv.org/abs/2106.01111v1
SRCC
0.8742
Video Understanding > Video Quality Assessment
MSU NR VQA Database
GVSP-UGCVQA-NR (single_scale)
https://arxiv.org/abs/2106.01111v1
PLCC
0.8933
Video Understanding > Video Quality Assessment
MSU NR VQA Database
GVSP-UGCVQA-NR (single_scale)
https://arxiv.org/abs/2106.01111v1
KLCC
0.7037
Video Understanding > Video Quality Assessment
MSU NR VQA Database
GVSP-UGCVQA-NR (single_scale)
https://arxiv.org/abs/2106.01111v1
Type
NR
Video Understanding > Video Quality Assessment
MSU NR VQA Database
PaQ-2-PiQ
https://arxiv.org/abs/1912.10088v1
SRCC
0.8705
Video Understanding > Video Quality Assessment
MSU NR VQA Database
PaQ-2-PiQ
https://arxiv.org/abs/1912.10088v1
PLCC
0.8549
Video Understanding > Video Quality Assessment
MSU NR VQA Database
PaQ-2-PiQ
https://arxiv.org/abs/1912.10088v1
KLCC
0.7079
Video Understanding > Video Quality Assessment
MSU NR VQA Database
PaQ-2-PiQ
https://arxiv.org/abs/1912.10088v1
Type
NR
Video Understanding > Video Quality Assessment
MSU NR VQA Database
GVSP-UGCVQA-NR (multi_scale)
https://arxiv.org/abs/2106.01111v1
SRCC
0.8673
Video Understanding > Video Quality Assessment
MSU NR VQA Database
GVSP-UGCVQA-NR (multi_scale)
https://arxiv.org/abs/2106.01111v1
PLCC
0.8851
Video Understanding > Video Quality Assessment
MSU NR VQA Database
GVSP-UGCVQA-NR (multi_scale)
https://arxiv.org/abs/2106.01111v1
KLCC
0.6942
Video Understanding > Video Quality Assessment
MSU NR VQA Database
GVSP-UGCVQA-NR (multi_scale)
https://arxiv.org/abs/2106.01111v1
Type
NR
Video Understanding > Video Quality Assessment
MSU NR VQA Database
NIMA
http://arxiv.org/abs/1709.05424v2
SRCC
0.8494
Video Understanding > Video Quality Assessment
MSU NR VQA Database
NIMA
http://arxiv.org/abs/1709.05424v2
PLCC
0.8784
Video Understanding > Video Quality Assessment
MSU NR VQA Database
NIMA
http://arxiv.org/abs/1709.05424v2
KLCC
0.6745
Video Understanding > Video Quality Assessment
MSU NR VQA Database
NIMA
http://arxiv.org/abs/1709.05424v2
Type
NR
Video Understanding > Video Quality Assessment
MSU NR VQA Database
KonCept512
https://arxiv.org/abs/1910.06180v2
SRCC
0.8360
Video Understanding > Video Quality Assessment
MSU NR VQA Database
KonCept512
https://arxiv.org/abs/1910.06180v2
PLCC
0.8464
Video Understanding > Video Quality Assessment
MSU NR VQA Database
KonCept512
https://arxiv.org/abs/1910.06180v2
KLCC
0.6608
Video Understanding > Video Quality Assessment
MSU NR VQA Database
KonCept512
https://arxiv.org/abs/1910.06180v2
Type
NR
Video Understanding > Video Quality Assessment
MSU NR VQA Database
FAST-VQA
https://arxiv.org/abs/2207.02595v1
SRCC
0.8308
Video Understanding > Video Quality Assessment
MSU NR VQA Database
FAST-VQA
https://arxiv.org/abs/2207.02595v1
PLCC
0.8613
Video Understanding > Video Quality Assessment
MSU NR VQA Database
FAST-VQA
https://arxiv.org/abs/2207.02595v1
KLCC
0.6498
Video Understanding > Video Quality Assessment
MSU NR VQA Database
FAST-VQA
https://arxiv.org/abs/2207.02595v1
Type
NR
Video Understanding > Video Quality Assessment
MSU NR VQA Database
FASTER-VQA
https://arxiv.org/abs/2207.02595v1
SRCC
0.7508
Video Understanding > Video Quality Assessment
MSU NR VQA Database
FASTER-VQA
https://arxiv.org/abs/2207.02595v1
PLCC
0.8087
Video Understanding > Video Quality Assessment
MSU NR VQA Database
FASTER-VQA
https://arxiv.org/abs/2207.02595v1
KLCC
0.5645
Video Understanding > Video Quality Assessment
MSU NR VQA Database
FASTER-VQA
https://arxiv.org/abs/2207.02595v1
Type
NR
Video Understanding > Video Quality Assessment
MSU NR VQA Database
VIDEVAL
https://arxiv.org/abs/2005.14354v2
SRCC
0.7286
Video Understanding > Video Quality Assessment
MSU NR VQA Database
VIDEVAL
https://arxiv.org/abs/2005.14354v2
PLCC
0.7717
Video Understanding > Video Quality Assessment
MSU NR VQA Database
VIDEVAL
https://arxiv.org/abs/2005.14354v2
KLCC
0.5414
Video Understanding > Video Quality Assessment
MSU NR VQA Database
VIDEVAL
https://arxiv.org/abs/2005.14354v2
Type
NR
Video Understanding > Video Quality Assessment
MSU NR VQA Database
Y-NIQE
https://arxiv.org/abs/1907.03842v2
SRCC
0.5985
Video Understanding > Video Quality Assessment
MSU NR VQA Database
Y-NIQE
https://arxiv.org/abs/1907.03842v2
PLCC
0.6713
Video Understanding > Video Quality Assessment
MSU NR VQA Database
Y-NIQE
https://arxiv.org/abs/1907.03842v2
KLCC
0.4215
Video Understanding > Video Quality Assessment
MSU NR VQA Database
Y-NIQE
https://arxiv.org/abs/1907.03842v2
Type
NR
Video Understanding > Video Quality Assessment
MSU NR VQA Database
MEON
null
SRCC
0.5066
Video Understanding > Video Quality Assessment
MSU NR VQA Database
MEON
null
PLCC
0.2898
Video Understanding > Video Quality Assessment
MSU NR VQA Database
MEON
null
KLCC
0.3775
Video Understanding > Video Quality Assessment
MSU NR VQA Database
MEON
null
Type
NR
Video Understanding > Video Quality Assessment
LIVE-VQC
ReLaX-VQA (finetuned on LIVE-VQC)
https://arxiv.org/abs/2407.11496v3
PLCC
0.8876
Video Understanding > Video Quality Assessment
LIVE-VQC
DOVER (end-to-end)
https://arxiv.org/abs/2211.04894v3
PLCC
0.874
Video Understanding > Video Quality Assessment
LIVE-VQC
DOVER (head-only)
https://arxiv.org/abs/2211.04894v3
PLCC
0.863
Video Understanding > Video Quality Assessment
LIVE-VQC
FAST-VQA (finetuned on LIVE-VQC)
https://arxiv.org/abs/2207.02595v1
PLCC
0.862
Video Understanding > Video Quality Assessment
LIVE-VQC
FasterVQA (fine-tuned)
https://arxiv.org/abs/2210.05357v1
PLCC
0.858
Video Understanding > Video Quality Assessment
LIVE-VQC
FAST-VQA (trained on LSVQ only)
https://arxiv.org/abs/2207.02595v1
PLCC
0.844
Video Understanding > Video Quality Assessment
LIVE-VQC
DisCoVQA
https://arxiv.org/abs/2206.09853v1
PLCC
0.844
Video Understanding > Video Quality Assessment
LIVE-VQC
HVS-5M
https://arxiv.org/abs/2210.04158v1
PLCC
0.8422
Video Understanding > Video Quality Assessment
LIVE-VQC
BVQA-2022
https://arxiv.org/abs/2108.08505v2
PLCC
0.839
Video Understanding > Video Quality Assessment
LIVE-VQC
2BiVQA
https://arxiv.org/abs/2208.14774v3
PLCC
0.832