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SotA/Computer Vision/Video

Video

1035 benchmarks0 papers

Benchmarks

Video on Kinetics-400

Acc@1Acc@5Parameters (M)Actions Top-1 (S1)FLOPs (G) x viewsClip acc@1Clip acc@5

Video on NTU RGB+D

Accuracy (CS)Accuracy (CV)Ensembled ModalitiesAccuracy (12 unseen classes)Accuracy (5 unseen classes)Random Split AccuracyGFLOPs per predCross Subject AccuracyCross View AccuracyHarmonic Mean (5 unseen classes)Harmonic Mean (12 unseen classes)Random Split Harmonic Mean

Video on DAVIS 2016

Jaccard (Mean)J&FF-measure (Mean)Jaccard (Decay)Jaccard (Recall)F-measure (Recall)F-measure (Decay)Speed (FPS)F-ScoremIoUContour Accuracy

Video on DAVIS 2017 (val)

J&FF-measure (Mean)Jaccard (Mean)Jaccard (Recall)F-measure (Recall)Speed (FPS)Jaccard (Decay)Params(M)F-measure (Decay)F-measureJaccardMean Jaccard & F-Measure

Video on MSU Super-Resolution for Video Compression

BSQ-rate over ERQABSQ-rate over PSNRBSQ-rate over MS-SSIMBSQ-rate over LPIPSBSQ-rate over VMAFBSQ-rate over Subjective Score

Video on YouTube-VOS 2018

Jaccard (Seen)F-Measure (Seen)F-Measure (Unseen)Jaccard (Unseen)OverallSpeed (FPS)Params(M)Speed (FPS)Mean Jaccard & F-Measure

Video on DAVIS 2017 (test-dev)

J&FJaccard (Mean)F-measure (Mean)Jaccard (Decay)Jaccard (Recall)F-measure (Recall)F-measure (Decay)FPSJaccardF-measureMean Jaccard & F-Measure

Video on Kinetics-600

Top-1 AccuracyTop-5 AccuracyGFLOPs

Video on MSR-VTT-1kA

text-to-video R@10text-to-video R@1text-to-video R@5text-to-video Median Ranktext-to-video Mean Rankvideo-to-text R@1video-to-text R@5video-to-text R@10video-to-text Median Rankvideo-to-text Mean Rank

Video on MSU SR-QA Dataset

SROCCPLCCKLCCType

Video on NTU RGB+D 120

Accuracy (Cross-Subject)Accuracy (Cross-Setup)Ensembled ModalitiesGFLOPS per predictionAccuracy (10 unseen classes)Accuracy (24 unseen classes)Random Split AccuracyHarmonic Mean (10 unseen classes)Harmonic Mean (24 unseen classes)Random Split Harmonic Mean

Video on Charades

MAPmAPFLOPs (G) x views

Video on MSU Video Upscalers: Quality Enhancement

SSIMPSNRLPIPSVMAF

Video on NT-VOT211

AUCPrecision

Video on THUMOS’14

mAP IOU@0.5mAP IOU@0.3mAP IOU@0.4mAP IOU@0.7mAP IOU@0.6Avg mAP (0.3:0.7)mAP IOU@0.1mAP IOU@0.2mAP@0.5mAP@AVG(0.1:0.9)mAPmAP IOU@0.8mAP IOU@0.9avg-mAP (0.1-0.5)

Video on UCF-101

FVD16Inception ScoreKVD16FVD128

Video on Kinetics-Skeleton dataset

AccuracyGFLOPS per prediction

Video on MSR-VTT

text-to-video R@1text-to-video R@10text-to-video R@5text-to-video Median Rankvideo-to-text R@5video-to-text R@1video-to-text R@10text-to-video Mean Rankvideo-to-text Median Rankvideo-to-text Mean RankFVD16Inception scoretext-to-video MedianRtext-to-videoMedian Rank

Video on DiDeMo

text-to-video R@1text-to-video R@10text-to-video R@5text-to-video Median Rankvideo-to-text R@1text-to-video Mean Rankvideo-to-text R@10video-to-text Mean Rankvideo-to-text Median Rankvideo-to-text R@5text-to-video R@50text-to-videoR@1R@1,IoU=0.5R@1,IoU=0.7R@1,IoU=1.0R@5,IoU=0.5R@5,IoU=0.7R@5,IoU=1.0

Video on LSMDC

text-to-video R@1text-to-video R@5text-to-video R@10text-to-video Median Rankvideo-to-text R@1video-to-text R@5text-to-video Mean Rankvideo-to-text R@10video-to-text Mean Rankvideo-to-text Median Rank

Video on Kinetics-700

Top-1 AccuracyTop-5 AccuracyFIDFVD

Video on KITTI Test (Online Methods)

MOTAHOTAIDSW

Video on ActivityNet-1.3

mAPmAP IOU@0.5mAP IOU@0.75mAP IOU@0.95mAP@0.5mAP@0.5:0.95AR@100AUC (val)AUC (test)

Video on Vid4 - 4x upscaling

PSNRSSIMMOVIEParametersruntime (s)

Video on MSU Video Super Resolution Benchmark: Detail Restoration

Subjective scoreERQAv1.01 - LPIPSSSIMQRCRv1.0PSNRFPS

Video on YouTube-VOS 2019

Jaccard (Seen)Jaccard (Unseen)F-Measure (Seen)F-Measure (Unseen)OverallMean Jaccard & F-MeasureFPSJ&FJ score (unseen)

Video on ActivityNet

text-to-video R@1text-to-video R@5text-to-video R@10text-to-video Mean Ranktext-to-video Median Rankvideo-to-text R@1video-to-text R@5video-to-text Mean Rankvideo-to-text R@10text-to-video R@50video-to-text Median Rankvideo-to-text R@50Top 1 AccuracyTop 5 Accuracy

Video on BAIR Robot Pushing

CondTrainPredFVD scoreSSIMPSNRFVDLPIPSNotes

Video on MSU Deinterlacer Benchmark

PSNRSSIMVMAFFPS on CPUSubjective

Video on Moving MNIST

MSESSIMMAELPIPSPSNR

Video on KTH

CondPredSSIMPSNRLPIPSTrainFVDParams (M)MSEDiversity

Video on THUMOS 2014

mAP@0.5mAP@0.1:0.7mAP@0.1:0.5

Video on Vimeo90K

PSNRSSIMLPIPSMS-SSIMSpeed (ms/f)

Video on DAVIS (no YouTube-VOS training)

D17 val (G)D17 val (J)D17 val (F)FPSD16 val (G)D16 val (J)D16 val (F)D17 test (G)D17 test (J)D17 test (F)

Video on DAVIS 2016 val

GJF

Video on SumMe

F1-score (Canonical)F1-score (Augmented)Kendall's TauSpearman's RhoF1-scoreParameters (M)training time (s)

Video on TvSum

F1-score (Canonical)Kendall's TauSpearman's RhoF1-score (Augmented)F1-scoreParameters (M)training time (s)

Video on MSU Video Frame Interpolation

PSNRSSIMVMAFLPIPSMS-SSIMSubjective scoreFPS

Video on MSVD

text-to-video R@1text-to-video R@5text-to-video R@10text-to-video Median Ranktext-to-video Mean Rankvideo-to-text R@1video-to-text R@10video-to-text R@5video-to-text Median Rankvideo-to-text Mean Ranktext-to-video R@50

Video on MiT

Top 1 AccuracyTop 5 Accuracy

Video on KoNViD-1k

PLCC

Video on MSU NR VQA Database

SRCCPLCCKLCCType

Video on LIVE-VQC

PLCC

Video on MSU FR VQA Database

SRCCKLCCPLCC

Video on VOT2020

EAOEAO (real-time)

Video on X4K1000FPS

PSNRSSIMtOFSpeed (ms/f)

Video on ActivityNet-1.2

mAP@0.5Mean mAPmAPmAP IOU@0.5mAP IOU@0.1mAP IOU@0.3mAP IOU@0.7

Video on N-UCLA

AccuracyData Modality (Joint, Bone, Motion)

Video on SportsMOT

HOTAIDF1AssAMOTADetA

Video on UCF-Crime

ROC AUCDecidabilityEERAUC

Video on MOSE

J&FJFFPS

Video on Refer-YouTube-VOS

J&FJF

Video on UCF101

PSNRSSIMAccuracyTop-1PSNR (sRGB)LPIPS

Video on Vid4 - 4x upscaling - BD degradation

PSNRSSIM

Video on FIVR-200K

mAP (ISVR)mAP (DSVR)mAP (CSVR)

Video on XD-Violence

AP

Video on YouTube-UGC

PLCC

Video on FBMS-59

S-MeasureMAX F-MEASUREAVERAGE MAEMAX E-MEASUREmIoU

Video on MeViS

J&FJF

Video on YouCook2

text-to-video R@10text-to-video R@1text-to-video R@5text-to-video Median Ranktext-to-video Mean RankObject Top 5 AccuracyObject Top-1 AccuracyVerb Top-1 AccuracyVerb Top-5 Accuracy

Video on YouTube-Objects

J

Video on FBMS test

J

Video on Charades-STA

R1@0.7R1@0.5R5@0.7R5@0.5text-to-video Mean Ranktext-to-video Median Ranktext-to-video R@1text-to-video R@10video-to-text Mean Rankvideo-to-text Median Rankvideo-to-text R@1video-to-text R@10

Video on FineAction

mAPmAP IOU@0.5mAP IOU@0.75mAP IOU@0.95

Video on LIVE-FB LSVQ

PLCC

Video on TACoS

R@1,IoU=0.5R@1,IoU=0.3R@1,IoU=0.7mIoUR@5,IoU=0.1R@5,IoU=0.3R@5,IoU=0.5

Video on VATEX

text-to-video R@1text-to-video R@10text-to-video R@5video-to-text R@1text-to-video R@50video-to-text R@10text-to-video MedianRtext-to-video MeanR

Video on HACS

Average-mAPmAP@0.5mAP@0.75mAP@0.95

Video on ShanghaiTech Weakly Supervised

AUC-ROC

Video on THUMOS14

avg-mAP (0.3-0.7)avg-mAP (0.1:0.7)avg-mAP (0.1-0.5)Avg mAP (0.3:0.7)

Video on DAVIS-2016

S-MeasureAVERAGE MAEMAX E-MEASUREMAX F-MEASURESpeed (FPS)

Video on Kinetics-600 12 frames, 64x64

CondPredFVDIS

Video on Ref-DAVIS17

J&FJF

Video on Toyota Smarthome dataset

CSCV2CV1Accuracy

Video on AViD

Accuracy

Video on J-HMDB

Accuracy (RGB+pose)Accuracy (pose)

Video on MAD

R@1,IoU=0.1R@5,IoU=0.1R@1,IoU=0.3R@1,IoU=0.5R@5,IoU=0.3R@5,IoU=0.5R@10,IoU=0.1R@100,IoU=0.1R@50,IoU=0.1R@10,IoU=0.3R@10,IoU=0.5R@100,IoU=0.3R@100,IoU=0.5R@50,IoU=0.3R@50,IoU=0.5

Video on OpenS2V-Eval

Total ScoreAestheticsMotionFaceSimGmeScoreNexusScoreNaturalScoreVenue

Video on SoccerNet-v2

Average-mAPTight Average-mAPAverage-APHOTA

Video on ViSal

S-Measuremax E-measureAverage MAE

Video on BDD100K val

mMOTAmIDF1TETAAssocAmMOTSA

Video on Breakfast

Accuracy (%)mAP

Video on Casia V1+

AUCBalanced Accuracy

Video on DAVSOD-easy35

S-MeasureAverage MAEmax E-Measuremax F-Measure

Video on DSO-1

AUCBalanced Accuracy

Video on Human3.6M

SSIMMSEMAE

Video on MSR-VTT Adverbs

Acc-AmAP MmAP W

Video on ReVOS

J&FJFR

Video on Set8 sigma50

PSNR

Video on Sky Time-lapse

FVD 16KVD16

Video on UAV-Human

CSv1(%)CSv2(%)

Video on VATEX Adverbs

Acc-AmAP MmAP W

Video on VOS-T

S-Measuremax E-measureAverage MAE

Video on ActivityNet Adverbs

Acc-AmAP MmAP W

Video on COVERAGE

Balanced AccuracyAUC

Video on CocoGlide

Balanced AccuracyAUC

Video on Columbia

AUCBalanced Accuracy

Video on DAVIS sigma40

PSNR

Video on DAVIS sigma50

PSNR

Video on DAVSOD-Difficult20

S-Measuremax E-measureAverage MAE

Video on DAVSOD-Normal25

S-Measuremax E-measureAverage MAE

Video on Long Video Dataset

J&FJF

Video on MCL

S-MeasureMAX E-MEASUREAVERAGE MAEMAX F-MEASURE

Video on Middlebury

Interpolation ErrorPSNRSSIMLPIPS

Video on MultiTHUMOS

Average mAPmAP IOU@0.5mAP IOU@0.7mAP IOU@0.2mAP IOU@0.1mAP IOU@0.3mAP IOU@0.9mAP IOU@0.4mAP IOU@0.6mAP IOU@0.8

Video on SNU-FILM (easy)

PSNRSSIM

Video on SNU-FILM (extreme)

PSNRSSIM

Video on SNU-FILM (hard)

PSNRSSIM

Video on SNU-FILM (medium)

PSNRSSIM

Video on SegTrack v2

S-MeasureAVERAGE MAEmax E-measureMean IoUMAX F-MEASUREJaccard (Mean)

Video on Set8 sigma40

PSNR

Video on UDM10 - 4x upscaling

PSNRSSIM

Video on UVSD

S-Measuremax E-measureAverage MAE

Video on ActivityNet Captions

R@1,IoU=0.5R@1,IoU=0.7R@5,IoU=0.5R@5,IoU=0.7Average F1Average PrecisionAverage Recall

Video on Assembly101

Actions Top-1Verbs Top-1Object Top-1

Video on BURST-val

HOTA (all)mAP (all)HOTA (com)mAP (com)HOTA (unc)mAP (unc)HOTA (common)HOTA (uncommon)

Video on CATER

Top 1 AccuracyL1Top 5 Accuracy

Video on COIN

Accuracy (%)

Video on CrossTask

Recall

Video on DAVIS sigma20

PSNR

Video on DAVIS sigma30

PSNR

Video on EarthNet2021 IID Track

EarthNetScore

Video on EarthNet2021 OOD Track

EarthNetScore

Video on LIVE-ETRI

SRCC

Video on Long-RVOS

J&FtIoUvIoU

Video on PKU-MMD

Random Split AccuracymAP@0.50 (CV)mAP@0.50 (CS)Accuracy (Cross-Subject)Random Split Harmonic Mean

Video on QVHighlights

R@1,IoU=0.7R@1,IoU=0.5

Video on REDS4- 4x upscaling

PSNRSSIM

Video on SHREC 2017 track on 3D Hand Gesture Recognition

28 gestures accuracy14 gestures accuracySpeed (FPS)No. Parameters

Video on Set8 sigma20

PSNR

Video on Set8 sigma30

PSNR

Video on SoccerNet

Average-mAP

Video on UCF-101 16 frames, 64x64, Unconditional

Inception ScoreFIDFVD

Video on UCF-101 16 frames, Unconditional, Single GPU

Inception Score

Video on DAVIS 2017

AUC-JJ@60sAUC-J&FJ&F@60sJ&FJaccard (Mean)mIoUF-ScoreLPIPSMS-SSIMF-measure (Decay)F-measure (Mean)F-measure (Recall)Jaccard (Decay)Jaccard (Recall)

Video on DAVIS sigma10

PSNR

Video on EPIC-KITCHENS-100

Avg mAP (0.1-0.5)mAP IOU@0.1mAP IOU@0.2mAP IOU@0.3mAP IOU@0.4mAP IOU@0.5

Video on EarthNet2021 Extreme Track

EarthNetScore

Video on EarthNet2021 Seasonal Track

EarthNetScore

Video on GTEA

mAP@0.1:0.7mAP@0.5

Video on JHMDB (2D poses only)

Average accuracy of 3 splitsAccuracyNo. parameters

Video on LAION-400M

CLIP R-PrecisionCLIP

Video on Set8 sigma10

PSNR

Video on Taichi

FVD16KVD16

Video on UCF-101 16 frames, 128x128, Unconditional

Inception Score

Video on UCSD Peds2

AUC

Video on YouTube

mIoUAverage

Video on BDD100K test

mMOTAmIDF1mHOTA

Video on BEOID

mAP@0.1:0.7mAP@0.5

Video on Cityscapes 128x128

Cond.PredTrainFVDSSIMPSNRLPIPS

Video on CroHD

MOTAIDF1IDEuclIDsMLMTHOTA

Video on QuerYD

text-to-video R@1text-to-video R@5text-to-video R@10

Video on SSv2-label retrieval

text-to-video R@1text-to-video R@5text-to-video R@10

Video on SSv2-template retrieval

text-to-video R@1text-to-video R@10text-to-video R@5

Video on SynpickVP

LPIPSMSESSIMPSNR

Video on Ultra Video Group HD - 4x upscaling

Average PSNR

Video on AIR

mAP MAcc-AmAP W

Video on BrnoCompSpeed

Mean Speed Measurement Error (km/h)Median Speed Measurement Error (km/h)95-th Percentile Speed Measurement Error (km/h)99-th Percentile Speed Measurement Error (km/h)

Video on CASIA (OSN-transmitted - Facebook)

AUCF-scoreIntersection over Union

Video on CASIA (OSN-transmitted - Wechat)

AUCIntersection over Unionf-Score

Video on CASIA (OSN-transmitted - Weibo)

AUCIntersection over Unionf-Score

Video on CASIA (OSN-transmitted - Whatsapp)

AUCIntersection over Unionf-Score

Video on CMU Mocap-2

Test Error

Video on CelebV-HQ

FVDFIDAUCAccuracy

Video on Columbia (OSN-transmitted - Facebook)

AUCf-ScoreIntersection over Union

Video on Columbia (OSN-transmitted - Wechat)

AUCf-ScoreIntersection over Union

Video on Columbia (OSN-transmitted - Weibo)

AUCf-ScoreIntersection over Union

Video on Columbia (OSN-transmitted - Whatsapp)

AUCf-ScoreIntersection over Union

Video on DSO (OSN-transmitted - Facebook)

AUCf-ScoreIntersection over Union

Video on DSO (OSN-transmitted - Wechat)

AUCf-ScoreIntersection over Union

Video on DSO (OSN-transmitted - Weibo)

AUCf-ScoreIntersection over Union

Video on DSO (OSN-transmitted - Whatsapp)

AUCf-ScoreIntersection over Union

Video on First-Person Hand Action Benchmark

1:1 Accuracy1:3 Accuracy3:1 AccuracyCross-person Accuracy

Video on HowTo100M Adverbs

Acc-AmAP MmAP W

Video on Kinetics-Sounds

Top 1 AccuracyTop 5 Accuracy

Video on LIVE Livestream

SRCC

Video on M$^3$-VOS

Average IOU

Video on MSU Video Alignment and Retrieval Benchmark Suite

Accuracy w/ 3 frames error (Light)Accuracy w/ 3 frames error (Medium geometric)Accuracy w/ 3 frames error (Medium color)Accuracy w/ 3 frames error (Hard)

Video on Moments in Time

Top 1 Accuracy

Video on NIST (OSN-transmitted - Facebook)

AUCf-ScoreIntersection over Union

Video on NIST (OSN-transmitted - Wechat)

AUCf-ScoreIntersection over Union

Video on NIST (OSN-transmitted - Weibo)

AUCf-ScoreIntersection over Union

Video on NIST (OSN-transmitted - Whatsapp)

AUCf-ScoreIntersection over Union

Video on Test-of-Time

2-Class Accuracy

Video on UPenn Action

Kendall's TauAccuracy

Video on X4K1000FPS-2K

PSNRSSIM

Video on Xiph-2K

PSNRSSIM

Video on CRVD

PSNR (Raw)SSIM (Raw)PSNR (sRBG)SSIM (sRGB)LPIPS (sRGB)

Video on Cityscapes

LPIPSMS-SSIM

Video on Condensed Movies

text-to-video R@1text-to-video R@5text-to-video R@10

Video on Ego4D-Goalstep

R@1,IoU=0.3R@1,IoU=0.5R@5,IoU=0.3R@5,IoU=0.5

Video on Falling Objects

SSIMPSNRTIoU

Video on Gaming 3D (G3D)

Accuracy

Video on H2O (2 Hands and Objects)

Accuracy

Video on JHMDB Pose Tracking

PCK@0.1PCK@0.2PCK@0.3PCK@0.4PCK@0.5

Video on KITTI

LPIPSMS-SSIM

Video on Kinetics-700-2020

Top 1 Accuracy

Video on LAVIB

LPIPSPSNRSSIM

Video on LIVE-YT-HFR

SRCC

Video on MoB

Accuracy

Video on MovieQA

Accuracy

Video on NTU60-X

Accuracy (Body + Fingers joints)Accuracy (Body joints)Accuracy (Body + Fingers + Face joints)

Video on THUMOS' 14

AR@100AR@1000AR@200AR@50AR@500avg-mAP (0.1:0.7)

Video on TbD

SSIMPSNRTIoU

Video on TbD-3D

SSIMPSNRTIoU

Video on VFP290K

ROC AUCmAP @0.5:0.95

Video on WiGesture

Accuracy (% )

Video on Xiph HD - 4x upscaling

Average PSNR

Video on Xiph-4k

PSNRSSIM

Video on YouTube-8M

Hit@1Average PSNRPERRHit@5Global Average PrecisionmAP

Video on BURST-test

HOTA (all)HOTA (common)HOTA (uncommon)

Video on CMU Mocap-1

Test Error

Video on DAVIS

PSNRSSIM

Video on DAVIS 2017 (dog-gooses)

AUC

Video on DAVIS 2017 (flamingo)

AUC

Video on DAVIS 2017 (zoomInZoomOut)

AUC

Video on DAVIS-2017

F-measure (Mean)J&FJaccard (Mean)Speed (FPS)

Video on DAVIS-2017 (test-dev)

Mean Jaccard & F-MeasureJaccardF-measure

Video on Drive&Act

mean per-class accuracy

Video on EgoExoLearn

Accuracy

Video on Florence 3D

Accuracy

Video on GoPro

PSNRSSIM

Video on J-HMBD Early Action

10%

Video on KITTI Test (Offline Methods)

HOTA

Video on MIT

Top 1 Accuracy

Video on MSSD

mean average accuracy

Video on MUSES

mAPmAP@0.3mAP@0.4mAP@0.5mAP@0.6mAP@0.7

Video on Query-Focused Video Summarization Dataset

F1 (avg)

Video on RADIATE

MOTA

Video on Shot2Story20K

CIDErBLEU-4METEORROUGE

Video on TCG-dataset

AccF1-ScoreJaccard Index

Video on TGIF

text-to-video R@1text-to-video R@5text-to-video R@10text-to-video Mean Ranktext-to-video Median Rank

Video on TTStroke-21 ME22

Acc

Video on TVR

R@10R@1R@100

Video on UT-Kinect

Accuracy

Video on VideoLQ

BRISQUENIQEPIQE

Video on Waymo Open Dataset

MOTAmAPCategory

Video on zsRE

edit successlocalityportabilityfluency

Video on 100 sleep nights of 8 caregivers

10%

Video on ATD-12K

PSNRSSIM

Video on ActEV

mAP

Video on BABEL

CE Top-1CE Top-1-normCE Top-5

Video on BURST

HOTA (all)mAP (all)HOTA (com)mAP (com)HOTA (unc)mAP (unc)

Video on Colored dSprites

MSE

Video on DAVIS 2017 (bmx-trees)

AUC

Video on DAVIS 2017 (boxing-fisheye)

AUC

Video on DAVIS 2017 (breakdance-flare)

AUC

Video on DAVIS 2017 (continuousPan)

AUC

Video on DAVIS 2017 (horsejump-high)

AUC

Video on DAVIS 2017 (sidewalk)

AUC

Video on DAVIS 2017 (stroller)

AUC

Video on DAVIS 2017 (stunt)

AUC

Video on DAVIS 2017 (swing)

AUC

Video on DAVIS 2017 (tennis)

AUC

Video on Diving-48

Acc@1

Video on DogCentric

Accuracy

Video on Ego4D MQ test

Average mAPRecall@1x (tIoU=0.5)

Video on Ego4D MQ val

Average mAPRecall@1x (tIoU=0.5)

Video on FBMS

F-ScoreJaccard (Mean)

Video on GMOT-40

HOTAIDF1MOTA

Video on GOT-10k

Average Overlap

Video on HMDB51

AccuracyAverage accuracy of 3 splitsAcc@1

Video on Hockey Fight Detection Dataset

Accuracy1:1 Accuracy

Video on Home Action Genome

Accuracy (%)

Video on How2Sign

FVD16

Video on Jester test

Accuracy

Video on KTH 64x64 cond10 pred30

FVD

Video on Kinetics

Top-1

Video on Kinetics-600 12 frames, 128x128

FID

Video on Kinetics-600 48 frames, 64x64

FIDInception Score

Video on Kinetics-GEB+

F1@0.1sF1@0.2sF1@0.5sF1@1.0sF1@1.5sF1@2.0sF1@2.5sF1@3.0sF1@Avg

Video on Long Video Dataset (3X)

J&FJF

Video on MECD

AccuracyAve SHD

Video on MEXaction2

mAP

Video on MOT20

HOTAMOTAIDF1

Video on MPI Sintel

LPIPSPSNRSSIMST-RRED

Video on MSVD-Indonesian

text-to-video R@1text-to-video R@5text-to-video R@10text-to-video Median Ranktext-to-video Mean Rankvideo-to-text R@1video-to-text R@5video-to-text R@10video-to-text Median Rankvideo-to-text Mean Rank

Video on MiniKinetics

Top-1 Accuracy

Video on Mr. HiSum

MAP (50%)

Video on Multimodal PISA

Accuracy (%)

Video on Nvidia Dynamic Scene

PSNRSSIM

Video on RUDDER

text-to-video Mean Ranktext-to-video Median Ranktext-to-video R@1text-to-video R@10text-to-video R@5text-to-video R@50video-to-text Mean Rankvideo-to-text Median Rankvideo-to-text R@1video-to-text R@10video-to-text R@5

Video on SABS

F-measureMean IoU

Video on SAT-MTB-VSR

PSNR

Video on SBU / SBU-Refine

Accuracy

Video on SPMCS - 4x upscaling

PSNRSSIM

Video on SRI-APPROVE Fine-Grained Video Classification

AUPR

Video on SegTrack-v2

mIoU

Video on ShanghaiTech

AUC

Video on Something-Something V1

Top-5 Accuracy

Video on Something-Something V2

Acc@1Acc@5FVDTop-5 Accuracy

Video on Sprites

MSE

Video on Street Scene

FID

Video on THUMOS'14

mAP IOU@0.5mAP

Video on TTStroke-21 ME21

Acc

Video on TrailerFaces

FID

Video on UA-DETRAC

MOTA

Video on UCF101-24

mAP@0.2

Video on VADD

ROC AUC

Video on VFITex

PSNR

Video on Vimeo-90K

Average PSNR

Video on WebVid-CoVR

R@1

Video on WiFall

Accuracy (% )

Video on Xiph 4k

PSNRSSIM

Video on Xiph-4K (Crop)

PSNRSSIM

Video on YouTube Dancing

FID

Video on YouTube Driving

FVD16

Video on YouTube-Hands

MOTAHOTA

Video on YouTube-VOS

F-Measure (Seen)F-Measure (Unseen)Jaccard (Seen)Jaccard (Unseen)

Video on ^(#$!@#$)(()))******

0..5sec

Video on videoxum

1 shot Micro-F1

Video on CAD-120

Accuracy

Video on DAiSEE

4-class test accuracy

Video on HDM05

Accuracy

Video on MSR Action3D

Accuracy

Video on MSR ActionPairs

Accuracy

Video on MSRC-12

Accuracy

Video on SYSU 3D

Accuracy

Video on Skeletics-152

Accuracy (Cross-Subject)

Video on Skeleton-Mimetics

Accuracy (%)

Video on UWA3D

Accuracy

Video on Varying-view RGB-D Action-Skeleton

Accuracy (CS)Accuracy (CV I)Accuracy (CV II)Accuracy (AV I)Accuracy (AV II)