paper-with-me

Interactive Segmentation 벤치마크

Interactive Segmentation on DAVIS

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NoC@90

4.24 7.457 10.68 13.89 17.11 2016-03 2026-11 DOS with GC — 12.58 (2016-03-13) DOS w/o GC — 17.11 (2016-03-13) Latent diversity — 9.57 (2018-06-01) BRS — 8.24 (2019-06-01) f-BRS-B (ResNet-101) — 7.41 (2020-01-28) RITM (HRNet-32, C+L) — 5.34 (2021-02-12) RITM (HRNet18, SBD) — 5.74 (2021-02-12) EdgeFlow — 5.77 (2021-09-20) IA-FP-Net — 5.22 (2022-03-10) FocalClick-B3-S2 — 4.52 (2022-04-06) SimpleClick (ViT-H, C+L) — 4.7 (2022-10-20) SimpleClick (ViT-H, SBD) — 5.34 (2022-10-20) ICL CFR-1 (ViT-H, C+L) — 4.24 (2023-03-09) ViT-B+MST+CL — 4.55 (2024-01-09) DOS with GC — 12.58 (2016-03-13) DOS w/o GC — 17.11 (2016-03-13)
RankModel NoC@90NoC@85NoC@95 Extra Training Data PaperCodeYear
1 ICL CFR-1 (ViT-H, C+L) 4.2437.50 CFR-ICL: Cascade-Forward Refinement with Iterative Click Loss for Interactive Image Segmentation TitorX/CFR-ICL-Interactive-Segmentation 2023
2 FocalClick-B3-S2 4.522.92– ✓ FocalClick: Towards Practical Interactive Image Segmentation XavierCHEN34/ClickSEG 2022
3 ViT-B+MST+CL 4.55–– MST: Adaptive Multi-Scale Tokens Guided Interactive Segmentation hahamyt/mst 2024
4 SimpleClick (ViT-H, C+L) 4.703.41– SimpleClick: Interactive Image Segmentation with Simple Vision Transformers uncbiag/simpleclick · yihanhu-2022/diffmatte 2022
5 IA-FP-Net 5.224.03– Cascaded Sparse Feature Propagation Network for Interactive Segmentation kleinzcy/csfpn 2022
6 RITM (HRNet-32, C+L) 5.344.11– Reviving Iterative Training with Mask Guidance for Interactive Segmentation PaddlePaddle/PaddleSeg · mazurowski-lab/segment-anything-medical-evaluation · mazurowski-lab/segment-anything-medical · +2 2021
6 SimpleClick (ViT-H, SBD) 5.344.20– SimpleClick: Interactive Image Segmentation with Simple Vision Transformers uncbiag/simpleclick · yihanhu-2022/diffmatte 2022
8 RITM (HRNet18, SBD) 5.744.36– Reviving Iterative Training with Mask Guidance for Interactive Segmentation PaddlePaddle/PaddleSeg · mazurowski-lab/segment-anything-medical-evaluation · mazurowski-lab/segment-anything-medical · +2 2021
9 EdgeFlow 5.774.54– EdgeFlow: Achieving Practical Interactive Segmentation with Edge-Guided Flow PaddlePaddle/PaddleSeg · PaddleCV-SIG/EISeg · ihomeava/PaddleSeg2 2021
10 f-BRS-B (ResNet-101) 7.415.04– f-BRS: Rethinking Backpropagating Refinement for Interactive Segmentation PaddlePaddle/PaddleSeg · jpconnel/fbrs-segmentation 2020
11 BRS 8.245.58– Interactive Image Segmentation via Backpropagating Refinement Scheme 2019
12 Latent diversity 9.575.05– Interactive Image Segmentation With Latent Diversity intel-isl/Intseg 2018
13 DOS with GC 12.589.03– Deep Interactive Object Selection intel-isl/Intseg · IntelVCL/Intseg · KanchanIIT/Highly-Optimized-Interactive-Image-Segmentation 2016
14 DOS w/o GC 17.1112.52– Deep Interactive Object Selection intel-isl/Intseg · IntelVCL/Intseg · KanchanIIT/Highly-Optimized-Interactive-Image-Segmentation 2016
15 IA+SA –5.16– Continuous Adaptation for Interactive Object Segmentation by Learning from Corrections 2019
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