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ResearchFormerly WizWand

Predicate Detection on Visual Relation Detection (VRD) (All)

86.14Recall@50U+W+SF+L: T+S
-1.459221.282944.02566.7671Jul 28, 2017
Updated 8mo ago

Evaluation results

MethodLinks
U+W+SF+L: T+Sk=70, Training Data=VRD + VG, Network=Teacher+Student2017.0786.14—95.19
U+W+SF+L: T+Sk=70, Training Data=VRD only, Network=Teacher+Student2017.0785.64—94.65
U+SF+L:Tk=70, Training Data=VRD only, Network=Teacher2017.0783.84—87.71
U+W+L:Tk=70, Training Data=VRD only, Network=Teacher2017.0783.26—88.98
U+W+SF+L: Tk=70, Training Data=VRD + VG, Network=Teacher2017.0782.97—90.09
U+W+SF+L: Tk=70, Training Data=VRD only, Network=Teacher2017.0782.54—89.41
Baseline: L onlyk=70, Training Data=VRD only2017.0780.64—85.34
U+W+SF+L: Sk=70, Training Data=VRD + VG, Network=Student2017.0775.45—87.15
U+W+SF+L: Sk=70, Training Data=VRD only, Network=Student2017.0774.98—86.97
U+W+SFk=70, Training Data=VRD + VG2017.0772.83—85.89
U+W+SFk=70, Training Data=VRD only2017.0772.29—84.89
U+W+L:Sk=70, Training Data=VRD only, Network=Student2017.0771.83—84.94
U+SF+L:Sk=70, Training Data=VRD only, Network=Student2017.0771.27—84.81
VRD-Fullk=70, Training Data=VRD only2017.0770.97—84.34
U+Wk=70, Training Data=VRD only2017.0770.75—83.78
Baseline: Uk=70, Training Data=VRD + VG2017.0770.19—84.49
Baseline: U onlyk=70, Training Data=VRD only2017.0770.02—83.15
U+SFk=70, Training Data=VRD only2017.0769.87—83.68
U+W+SF+L: T+Sk=1, Training Data=VRD + VG, Network=Teacher+Student2017.0755.67—55.67
U+W+SF+L: T+Sk=1, Training Data=VRD only, Network=Teacher+Student2017.0755.16—55.16
U+W+SF+L: Tk=1, Training Data=VRD + VG, Network=Teacher2017.0754.61—54.61
U+W+SF+L: Tk=1, Training Data=VRD only, Network=Teacher2017.0754.13—54.13
U+W+L:Tk=1, Training Data=VRD only, Network=Teacher2017.0752.96—52.96
U+SF+L:Tk=1, Training Data=VRD only, Network=Teacher2017.0751.67—51.67
Baseline: L onlyk=1, Training Data=VRD only2017.0751.34—51.34
U+W+SF+L: Sk=1, Training Data=VRD + VG, Network=Student2017.0748.61—48.61
VRD-Fullk=1, Training Data=VRD only2017.0747.87—47.87
U+W+SF+L: Sk=1, Training Data=VRD only, Network=Student2017.0747.5—47.5
U+W+L:Sk=1, Training Data=VRD only, Network=Student2017.0742.98—42.98
U+W+SFk=1, Training Data=VRD + VG2017.0742.08—42.08
U+W+SFk=1, Training Data=VRD only2017.0741.33—41.33
U+SF+L:Sk=1, Training Data=VRD only, Network=Student2017.0741.06—41.06
U+Wk=1, Training Data=VRD only2017.0737.15—37.15
Baseline: Uk=1, Training Data=VRD + VG2017.0736.97—36.97
U+SFk=1, Training Data=VRD only2017.0736.33—36.33
Baseline: U onlyk=1, Training Data=VRD only2017.0734.82—34.82
VRD-V onlyk=70, Training Data=VRD only2017.0728.36—37.2
VRD-V onlyk=1, Training Data=VRD only2017.077.11—7.11
Joint CNNk=1, Training Data=VRD only2017.072.03—2.03
Visual Phrasesk=1, Training Data=VRD only2017.071.91—1.91
FCL2021.03—58.31—
MFURLN2021.03—58.2—
MFURLN*variant=re-implemented2021.03—57.87—