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ResearchFormerly WizWand

Dense Captioning on Visual Genome

16.2mAPFlexCap + GRIT Boxes
4.95767.876310.79513.7137Dec 1, 2022Feb 17, 2023May 7, 2023Jul 25, 2023Oct 12, 2023Dec 30, 2023Mar 18, 2024
Updated 8mo ago

Evaluation results

MethodLinks
FlexCap + GRIT Boxestraining=fine-tuned2024.0316.2
GRIT_GITBackbone=ViT-B, Pre-training=GIT (re-pretrained on CC3M and CC12M)2022.1215.52
GRITtraining=fine-tuned2024.0315.52
GRIT_MAEBackbone=ViT-B, Pre-training=MAE2022.1215.48
TDC+ROCSU2022.1211.49
TDC+ROCSUtraining=fine-tuned2024.0311.49
CAG-Net2022.1210.51
CAG-Nettraining=fine-tuned2024.0310.51
COCG2022.129.82
COCGtraining=fine-tuned2024.039.82
COCD2022.129.36
JIVC2022.129.31
JIVCtraining=fine-tuned2024.039.31
ImgG2022.129.25
FCLN2022.125.39
FCLNtraining=fine-tuned2024.035.39