paper-with-me

Interactive Segmentation 벤치마크

Interactive Segmentation on Berkeley

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NoC@90

1.46 2.495 3.53 4.565 5.6 2019-06 2026-11 BRS — 5.08 (2019-06-01) CM guidance — 5.6 (2019-06-01) IA+SA — 4.94 (2019-11-28) f-BRS-B (ResNet-50) — 4.34 (2020-01-28) RITM (HRNet18, C+L) — 2.26 (2021-02-12) RITM (HRNet18, SBD) — 3.22 (2021-02-12) UCP-Net — 2.7 (2021-09-15) EdgeFlow — 2.4 (2021-09-20) IA-FP-Net(HRNet, C+L) — 2.12 (2022-03-10) FocalClick-B3-S2 — 1.48 (2022-04-06) SimpleClick (ViT-H, C+L) — 1.75 (2022-10-20) SimpleClick (ViT-H, SBD) — 2.09 (2022-10-20) ICL CFR-1 (ViT-H, C+L) — 1.46 (2023-03-09) ViT-B+MST+CL — 1.5 (2024-01-09) BRS — 5.08 (2019-06-01) CM guidance — 5.6 (2019-06-01)
RankModel NoC@90NoC@95 Extra Training Data PaperCodeYear
1 ICL CFR-1 (ViT-H, C+L) 1.462.90 CFR-ICL: Cascade-Forward Refinement with Iterative Click Loss for Interactive Image Segmentation TitorX/CFR-ICL-Interactive-Segmentation 2023
2 FocalClick-B3-S2 1.48– ✓ FocalClick: Towards Practical Interactive Image Segmentation XavierCHEN34/ClickSEG 2022
3 ViT-B+MST+CL 1.50– MST: Adaptive Multi-Scale Tokens Guided Interactive Segmentation hahamyt/mst 2024
4 SimpleClick (ViT-H, C+L) 1.75– SimpleClick: Interactive Image Segmentation with Simple Vision Transformers uncbiag/simpleclick · yihanhu-2022/diffmatte 2022
5 SimpleClick (ViT-H, SBD) 2.09– SimpleClick: Interactive Image Segmentation with Simple Vision Transformers uncbiag/simpleclick · yihanhu-2022/diffmatte 2022
6 IA-FP-Net(HRNet, C+L) 2.12– Cascaded Sparse Feature Propagation Network for Interactive Segmentation kleinzcy/csfpn 2022
7 RITM (HRNet18, C+L) 2.26– Reviving Iterative Training with Mask Guidance for Interactive Segmentation PaddlePaddle/PaddleSeg · mazurowski-lab/segment-anything-medical-evaluation · mazurowski-lab/segment-anything-medical · +2 2021
8 EdgeFlow 2.4– EdgeFlow: Achieving Practical Interactive Segmentation with Edge-Guided Flow PaddlePaddle/PaddleSeg · PaddleCV-SIG/EISeg · ihomeava/PaddleSeg2 2021
9 UCP-Net 2.70– UCP-Net: Unstructured Contour Points for Instance Segmentation 2021
10 RITM (HRNet18, SBD) 3.22– Reviving Iterative Training with Mask Guidance for Interactive Segmentation PaddlePaddle/PaddleSeg · mazurowski-lab/segment-anything-medical-evaluation · mazurowski-lab/segment-anything-medical · +2 2021
11 f-BRS-B (ResNet-50) 4.34– f-BRS: Rethinking Backpropagating Refinement for Interactive Segmentation PaddlePaddle/PaddleSeg · jpconnel/fbrs-segmentation 2020
12 IA+SA 4.94– Continuous Adaptation for Interactive Object Segmentation by Learning from Corrections 2019
13 BRS 5.08– Interactive Image Segmentation via Backpropagating Refinement Scheme 2019
14 CM guidance 5.60– Content-Aware Multi-Level Guidance for Interactive Instance Segmentation 2019
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