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ResearchFormerly WizWand

Action Step Localization on CrossTask

47.3Average RecallVideoCLIP
11.9421.1230.339.48Aug 23, 2021Nov 13, 2021Feb 3, 2022Apr 26, 2022Jul 17, 2022Oct 7, 2022Dec 28, 2022
Updated 8mo ago

Evaluation results

MethodLinks
VideoCLIPEvaluation Protocol=Fine-tuned2021.0947.3
TACo2021.0842.5
UniVLEvaluation Protocol=Supervised2021.0942
UniVL(v3)2021.0842
UniVLBackbone=S3D-G, Zero-Shot=true2022.1242
ActBERTEvaluation Protocol=Supervised2021.0941.4
ActBert2021.0841.4
ActBERTBackbone=+ Faster-RCNN, Zero-Shot=true2022.1241.4
MMFTBackbone=S3D-G, Zero-Shot=true2022.1241.1
MIL-NCEEvaluation Protocol=Zero-shot2021.0940.5
MIL-NCE2021.0840.5
MIL-NCEBackbone=S3D-G, Zero-Shot=true2022.1240.5
MMFTBackbone=R152 + RX101, Zero-Shot=true2022.1239.3
ActBERTBackbone=R101 + Res3D, Zero-Shot=true2022.1237.1
TempCLRBackbone=S3D-G, Zero-Shot=true2022.1236.9
MIL-NCEBackbone=I3D-G, Zero-Shot=true2022.1236.4
MCNBackbone=R152 + RX101, Zero-Shot=true2022.1235.1
VideoCLIPEvaluation Protocol=Zero-shot2021.0933.9
VideoCLIPBackbone=S3D-G, Zero-Shot=true2022.1233.9
HowTo100MEvaluation Protocol=Zero-shot2021.0933.6
TVJE2021.0833.6
HT100MBackbone=R152 + RX101, Zero-Shot=true2022.1233.6
SupervisedEvaluation Protocol=Supervised2021.0931.6
Supervised2021.0831.6
ZhukovEvaluation Protocol=Supervised2021.0922.4
Zhukov et al.2021.0822.4
AlayracEvaluation Protocol=Supervised2021.0913.3
Alayrac et al.2021.0813.3