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ResearchFormerly WizWand

Video Recognition on UCF101 v1 (test)

97.5AccuracyMVD-B (Teacher-L)
32.81249.60666.483.194Jul 4, 2022Sep 9, 2022Nov 16, 2022Jan 23, 2023Mar 31, 2023Jun 7, 2023Aug 14, 2023
Updated 8mo ago

Evaluation results

MethodLinks
MVD-B (Teacher-L)extra data=IN-1K+K400, Param=872022.1297.5
MVD-B (Teacher-B)extra data=IN-1K+K400, Param=872022.1297
VideoMAE ViT-Bextra data=K400, Param=872022.1296.1
CVRL Slow-R152extra data=K600, Param=3282022.1294.4
ρBYOL Slow-R50extra data=K400, Param=322022.1294.2
CORP Slow-R50extra data=K400, Param=322022.1293.5
CVRL Slow-R50extra data=K400, Param=322022.1292.9
VIMPAC ViT-Lextra data=HowTo100M, Param=3072022.1292.7
Vi²CLR S3Dextra data=K400, Param=92022.1289.1
OTIVideo Feature=VIT-L/142023.0888.3
MemDPC R2D3Dextra data=K400, Param=322022.1286.1
OTIVideo Feature=VIT-B/162023.0883.7
BIKEVideo Feature=VIT-L/142023.0880.6
Text4VisZero-shot=true2022.0779.6
Text4VisVideo Feature=VIT-L/142023.0879.6
OTIVideo Feature=VIT-B/322023.0879
VideoMoCo R2+1Dextra data=K400, Param=152022.1278.7
ResTZero-shot=true2022.0746.7
RESTVideo Feature=ResNet1012023.0840.6
E2EVideo Feature=R(2+1)D2023.0837.6
E2EZero-shot=true2022.0735.3