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ResearchFormerly WizWand

Predicate Detection on VRD Zero-shot

55.41Recall @ 50U+W+SF+L: S
1.444415.454729.46543.4753Jul 28, 2017
Updated 8mo ago

Evaluation results

MethodLinks
U+W+SF+L: Sk=70, Training Data=VRD + VG, Network=Student2017.0755.41—75.26
U+W+SF+L: Sk=70, Training Data=VRD only, Network=Student2017.0754.2—74.65
U+SF+L:Sk=70, Training Data=VRD only, Network=Student2017.0751.62—72.72
U+W+L:Sk=70, Training Data=VRD only, Network=Student2017.0751.37—72.53
U+W+SFk=70, Training Data=VRD + VG2017.0750.64—70.79
Baseline: Uk=70, Training Data=VRD + VG2017.0750.34—70.56
U+Wk=70, Training Data=VRD only2017.0749.01—69.77
U+SFk=70, Training Data=VRD only2017.0748.32—69.01
U+W+SFk=70, Training Data=VRD only2017.0748.13—69.41
Baseline: U onlyk=70, Training Data=VRD only2017.0747.84—69.42
U+W+SF+L: Tk=70, Training Data=VRD + VG, Network=Teacher2017.0733.4—43.21
U+W+SF+L: Tk=70, Training Data=VRD only, Network=Teacher2017.0732.81—41.53
U+SF+L:Tk=70, Training Data=VRD only, Network=Teacher2017.0732.77—41.51
U+W+L:Tk=70, Training Data=VRD only, Network=Teacher2017.0732.62—40.15
VRD-Fullk=70, Training Data=VRD only2017.0729.77—50.04
VRD-V onlyk=70, Training Data=VRD only2017.0723.95—32.34
U+W+SF+L: Sk=1, Training Data=VRD + VG, Network=Student2017.0717.16—17.16
U+W+SF+L: Sk=1, Training Data=VRD only, Network=Student2017.0716.98—16.98
U+SF+L:Sk=1, Training Data=VRD only, Network=Student2017.0715.14—15.14
U+W+SFk=1, Training Data=VRD + VG2017.0714.51—14.51
U+SFk=1, Training Data=VRD only2017.0714.33—14.33
U+W+SFk=1, Training Data=VRD only2017.0714.13—14.13
U+W+L:Sk=1, Training Data=VRD only, Network=Student2017.0713.89—13.89
U+Wk=1, Training Data=VRD only2017.0713.44—13.44
Baseline: Uk=1, Training Data=VRD + VG2017.0713.31—13.31
Baseline: U onlyk=1, Training Data=VRD only2017.0712.75—12.75
U+W+SF+L: Tk=1, Training Data=VRD + VG, Network=Teacher2017.079.23—9.23
U+W+SF+L: Tk=1, Training Data=VRD only, Network=Teacher2017.078.8—8.8
VRD-Fullk=1, Training Data=VRD only2017.078.45—8.45
Baseline: L onlyk=70, Training Data=VRD only2017.078.13—18.22
U+SF+L:Tk=1, Training Data=VRD only, Network=Teacher2017.078.05—8.05
U+W+L:Tk=1, Training Data=VRD only, Network=Teacher2017.077.81—7.81
Baseline: L onlyk=1, Training Data=VRD only2017.073.68—3.68
VRD-V onlyk=1, Training Data=VRD only2017.073.52—3.52
FCL2021.03—27.31—
MFURLN*variant=re-implemented2021.03—25.26—