ML Research Wiki / Benchmarks / Interactive Segmentation / SBD

SBD

Interactive Segmentation Benchmark

Performance Over Time

📊 Showing 10 results | 📏 Metric: NoC@90

Top Performing Models

Rank Model Paper NoC@90 Date Code
1 DOS w/o GC Deep Interactive Object Selection 14.30 2016-03-13 📦 intel-isl/Intseg 📦 IntelVCL/Intseg 📦 KanchanIIT/Highly-Optimized-Interactive-Image-Segmentation
2 DOS with GC Deep Interactive Object Selection 9.22 2016-03-13 📦 intel-isl/Intseg 📦 IntelVCL/Intseg 📦 KanchanIIT/Highly-Optimized-Interactive-Image-Segmentation
3 f-BRS-B (ResNet-101) f-BRS: Rethinking Backpropagating Refinement for Interactive Segmentation 4.81 2020-01-28 📦 PaddlePaddle/PaddleSeg 📦 jpconnel/fbrs-segmentation
4 FocalClick FocalClick: Towards Practical Interactive Image Segmentation 3.53 2022-04-06 📦 XavierCHEN34/ClickSEG
5 RITM (HRNet18, SBD) Reviving Iterative Training with Mask Guidance for Interactive Segmentation 3.39 2021-02-12 📦 PaddlePaddle/PaddleSeg 📦 mazurowski-lab/segment-anything-medical-evaluation 📦 mazurowski-lab/segment-anything-medical 📦 supervisely-ecosystem/ritm-interactive-segmentation 📦 supervisely-ecosystem/ritm_interactive_segmentation
6 IA-FP-Net(HRNet,SBD) Cascaded Sparse Feature Propagation Network for Interactive Segmentation 3.33 2022-03-10 📦 kleinzcy/csfpn
7 ViT-B+MST+CL MST: Adaptive Multi-Scale Tokens Guided Interactive Segmentation 3.03 2024-01-09 📦 hahamyt/mst
8 UCP-Net UCP-Net: Unstructured Contour Points for Instance Segmentation 2.73 2021-09-15 -
9 SimpleClick SimpleClick: Interactive Image Segmentation with Simple Vision Transformers 2.51 2022-10-20 📦 uncbiag/simpleclick 📦 yihanhu-2022/diffmatte
10 SimpleClick CFR-1 (ViT-H, SBD) CFR-ICL: Cascade-Forward Refinement with Iterative Click Loss for Interactive Image Segmentation 2.45 2023-03-09 📦 TitorX/CFR-ICL-Interactive-Segmentation

All Papers (10)

intel-isl/Intseg IntelVCL/Intseg KanchanIIT/Highly-Optimized-Interactive-Image-Segmentation
intel-isl/Intseg IntelVCL/Intseg KanchanIIT/Highly-Optimized-Interactive-Image-Segmentation
PaddlePaddle/PaddleSeg jpconnel/fbrs-segmentation
XavierCHEN34/ClickSEG
PaddlePaddle/PaddleSeg mazurowski-lab/segment-anything-medical-evaluation
kleinzcy/csfpn
hahamyt/mst
uncbiag/simpleclick yihanhu-2022/diffmatte
TitorX/CFR-ICL-Interactive-Segmentation