paper-with-me

Interactive Segmentation 벤치마크

Interactive Segmentation on SBD

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NoC@90

4.08 7.258 10.43 13.61 16.79 2016-03 2026-11 DOS with GC — 12.8 (2016-03-13) DOS w/o GC — 16.79 (2016-03-13) Latent diversity — 10.78 (2018-06-01) BRS — 9.78 (2019-06-01) f-BRS-B (ResNet-101) — 7.73 (2020-01-28) RITM (HRNet18, SBD) — 5.43 (2021-02-12) UCP-Net — 5.0 (2021-09-15) FocusCut — 5.31 (2022-01-01) IA-FP-Net(HRNet,SBD) — 5.25 (2022-03-10) FocalClick — 5.59 (2022-04-06) SimpleClick — 4.15 (2022-10-20) SimpleClick CFR-1 (ViT-H, SBD) — 4.08 (2023-03-09) DOS with GC — 12.8 (2016-03-13) DOS w/o GC — 16.79 (2016-03-13)
RankModel NoC@90NoC@85NoC@95 PaperCodeYear
1 SimpleClick CFR-1 (ViT-H, SBD) 4.082.459.80 CFR-ICL: Cascade-Forward Refinement with Iterative Click Loss for Interactive Image Segmentation TitorX/CFR-ICL-Interactive-Segmentation 2023
2 SimpleClick 4.152.51– SimpleClick: Interactive Image Segmentation with Simple Vision Transformers uncbiag/simpleclick · yihanhu-2022/diffmatte 2022
3 UCP-Net 5.002.73– UCP-Net: Unstructured Contour Points for Instance Segmentation 2021
4 IA-FP-Net(HRNet,SBD) 5.253.33– Cascaded Sparse Feature Propagation Network for Interactive Segmentation kleinzcy/csfpn 2022
5 FocusCut 5.313.40– FocusCut: Diving Into a Focus View in Interactive Segmentation frazerlin/focuscut · Dragoniss/mindspore-phase2-FocusCut 2022
6 RITM (HRNet18, SBD) 5.433.39– Reviving Iterative Training with Mask Guidance for Interactive Segmentation PaddlePaddle/PaddleSeg · mazurowski-lab/segment-anything-medical-evaluation · mazurowski-lab/segment-anything-medical · +2 2021
7 FocalClick 5.593.53– FocalClick: Towards Practical Interactive Image Segmentation XavierCHEN34/ClickSEG 2022
8 f-BRS-B (ResNet-101) 7.734.81– f-BRS: Rethinking Backpropagating Refinement for Interactive Segmentation PaddlePaddle/PaddleSeg · jpconnel/fbrs-segmentation 2020
9 BRS 9.786.59– Interactive Image Segmentation via Backpropagating Refinement Scheme 2019
10 Latent diversity 10.787.41– Interactive Image Segmentation With Latent Diversity intel-isl/Intseg 2018
11 DOS with GC 12.809.22– Deep Interactive Object Selection intel-isl/Intseg · IntelVCL/Intseg · KanchanIIT/Highly-Optimized-Interactive-Image-Segmentation 2016
12 DOS w/o GC 16.7914.30– Deep Interactive Object Selection intel-isl/Intseg · IntelVCL/Intseg · KanchanIIT/Highly-Optimized-Interactive-Image-Segmentation 2016
13 ViT-B+MST+CL –3.03– MST: Adaptive Multi-Scale Tokens Guided Interactive Segmentation hahamyt/mst 2024
14 RIS-Net –6.03– Regional Interactive Image Segmentation Networks 2017
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