ML Research Wiki / Benchmarks / Interactive Segmentation / DAVIS

DAVIS

Interactive Segmentation Benchmark

Performance Over Time

📊 Showing 13 results | 📏 Metric: NoC@90

Top Performing Models

Rank Model Paper NoC@90 Date Code
1 DOS w/o GC Deep Interactive Object Selection 12.52 2016-03-13 📦 intel-isl/Intseg 📦 IntelVCL/Intseg 📦 KanchanIIT/Highly-Optimized-Interactive-Image-Segmentation
2 DOS with GC Deep Interactive Object Selection 9.03 2016-03-13 📦 intel-isl/Intseg 📦 IntelVCL/Intseg 📦 KanchanIIT/Highly-Optimized-Interactive-Image-Segmentation
3 IA+SA Continuous Adaptation for Interactive Object Segmentation by Learning from Corrections 5.16 2019-11-28 -
4 f-BRS-B (ResNet-101) f-BRS: Rethinking Backpropagating Refinement for Interactive Segmentation 5.04 2020-01-28 📦 PaddlePaddle/PaddleSeg 📦 jpconnel/fbrs-segmentation
5 ViT-B+MST+CL MST: Adaptive Multi-Scale Tokens Guided Interactive Segmentation 4.55 2024-01-09 📦 hahamyt/mst
6 EdgeFlow EdgeFlow: Achieving Practical Interactive Segmentation with Edge-Guided Flow 4.54 2021-09-20 📦 PaddlePaddle/PaddleSeg 📦 PaddleCV-SIG/EISeg 📦 ihomeava/PaddleSeg2
7 RITM (HRNet18, SBD) Reviving Iterative Training with Mask Guidance for Interactive Segmentation 4.36 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
8 SimpleClick (ViT-H, SBD) SimpleClick: Interactive Image Segmentation with Simple Vision Transformers 4.20 2022-10-20 📦 uncbiag/simpleclick 📦 yihanhu-2022/diffmatte
9 RITM (HRNet-32, C+L) Reviving Iterative Training with Mask Guidance for Interactive Segmentation 4.11 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
10 IA-FP-Net Cascaded Sparse Feature Propagation Network for Interactive Segmentation 4.03 2022-03-10 📦 kleinzcy/csfpn

All Papers (13)