List your company
ResearchFormerly WizWand

Interactive Segmentation on PartImageNet

4.92NoC@85GraCo w/ GT+AGG
4.5846.8529.1211.388May 1, 2024
Updated 8mo ago

Evaluation results

MethodLinks
GraCo w/ GT+AGGBackbone=ViT-L, Granularity Type=Granularity-Controllable, Granularity control input=GT+AGG, Selection Strategy=Optimal granularity (0 to 1, step 0.1)2024.054.92
GraCo w/ AGGBackbone=ViT-L, Granularity Type=Granularity-Controllable, Granularity control input=AGG, Selection Strategy=Optimal granularity (0 to 1, step 0.1)2024.055.26
GraCo w/ GT+AGGBackbone=ViT-B, Granularity Type=Granularity-Controllable, Granularity control input=GT+AGG, Selection Strategy=Optimal granularity (0 to 1, step 0.1)2024.055.32
GraCo w/ GTBackbone=ViT-L, Granularity Type=Granularity-Controllable, Granularity control input=GT, Selection Strategy=Optimal granularity (0 to 1, step 0.1)2024.055.34
SimpleClickBackbone=ViT-L, Granularity Type=Single-granularity, Fine-tuning utilizing part annotation=true2024.055.81
GraCo w/ AGGBackbone=ViT-B, Granularity Type=Granularity-Controllable, Granularity control input=AGG, Selection Strategy=Optimal granularity (0 to 1, step 0.1)2024.056.01
GraCo w/ GTBackbone=ViT-B, Granularity Type=Granularity-Controllable, Granularity control input=GT, Selection Strategy=Optimal granularity (0 to 1, step 0.1)2024.056.05
SimpleClickBackbone=ViT-B, Granularity Type=Single-granularity, Fine-tuning utilizing part annotation=true2024.056.45
SimpleClickBackbone=ViT-L, Granularity Type=Single-granularity2024.058.14
GPCISBackbone=ResNet-50, Granularity Type=Single-granularity2024.058.24
SimpleClickBackbone=ViT-B, Granularity Type=Single-granularity2024.058.58
RITMBackbone=HRNet-18, Granularity Type=Single-granularity2024.059.02
SAMBackbone=ViT-L, Granularity Type=Multi-granularity2024.0511.94
CDNetBackbone=ResNet-34, Granularity Type=Single-granularity2024.0511.96
SAMBackbone=ViT-L, Granularity Type=Multi-granularity, Prediction selection strategy=Best matching result from multiple predictions2024.0512.76
SAMBackbone=ViT-B, Granularity Type=Multi-granularity, Prediction selection strategy=Best matching result from multiple predictions2024.0512.98
SAMBackbone=ViT-B, Granularity Type=Multi-granularity2024.0513.32