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ResearchFormerly WizWand

Phrase Localization on VisualGenome (test)

62.31Pointing AccuracyWWbL
9.103622.916836.7350.5432Nov 28, 2018Jul 2, 2019Feb 4, 2020Sep 7, 2020Apr 12, 2021Nov 14, 2021Jun 19, 2022
Updated 8mo ago

Evaluation results

MethodLinks
WWbLBackbone=CLIP+VGG, Training source=VG2022.0662.31
WWbLBackbone=CLIP+VGG, Training source=MS COCO2022.0659.09
ELMo+PNASNetTraining=VG2018.1155.16
GAEBackbone=CLIP, Training source=VG2022.0654.72
GAEBackbone=CLIP, Training source=MS COCO2022.0654.72
GbSBackbone=VGG, Training source=VG2022.0653.4
ELMo+PNASNetTraining=MSCOCO2018.1152.33
GbSBackbone=VGG, Training source=MS COCO2022.0652
BiLSTM+VGGTraining=VG2018.1150.18
MGBackbone=BiLSTM+VGG, Training source=VG2022.0650.18
ELMO+VGGTraining=VG2018.1148.76
MGBackbone=ELMo+VGG, Training source=VG2022.0648.76
ELMo+VGGTraining=MSCOCO2018.1147.94
MGBackbone=ELMo+VGG, Training source=MS COCO2022.0647.94
BiLSTM+VGGTraining=MSCOCO2018.1146.99
MGBackbone=BiLSTM+VGG, Training source=MS COCO2022.0646.99
SSSSettings=VGG, Training=VG2018.1130.03
SSSBackbone=VGG, Training source=VG2022.0630.03
VGLSSettings=VGG, Training=MSCOCO2018.1124.4
Baseline (Center)Settings=Center2018.1120.55
Baseline CenterBackbone=Center, Training source=VG2022.0620.55
Baseline CenterBackbone=Center, Training source=MS COCO2022.0620.55
TDSettings=Inception-2, Training=VG2018.1119.31
TDBackbone=Inception-2, Training source=VG2022.0619.31
FCVCSettings=VGG, Training=MSCOCO2018.1114.03
FCVCBackbone=VGG, Training source=MS COCO2022.0614.03
Baseline (Random)Settings=Random2018.1111.15
Baseline RandomBackbone=Random, Training source=VG2022.0611.15
Baseline RandomBackbone=Random, Training source=MS COCO2022.0611.15