paper-with-me

Camouflaged Object Segmentation 벤치마크

Camouflaged Object Segmentation on COD

84개 결과 · ⬇ CSV · JSON

S-Measure

0.685 0.742 0.799 0.856 0.913 2019-04 2026-09 CPD — 0.747 (2019-04-18) CPD — 0.747 (2019-04-18) CPD — 0.747 (2019-04-18) CPD — 0.747 (2019-04-18) CPD — 0.747 (2019-04-18) CPD — 0.747 (2019-04-18) CPD — 0.747 (2019-04-18) BASNet — 0.685 (2019-06-01) BASNet — 0.685 (2019-06-01) BASNet — 0.685 (2019-06-01) BASNet — 0.685 (2019-06-01) BASNet — 0.685 (2019-06-01) BASNet — 0.685 (2019-06-01) BASNet — 0.685 (2019-06-01) EGNet — 0.737 (2019-10-01) EGNet — 0.737 (2019-10-01) EGNet — 0.737 (2019-10-01) EGNet — 0.737 (2019-10-01) EGNet — 0.737 (2019-10-01) EGNet — 0.737 (2019-10-01) EGNet — 0.737 (2019-10-01) SINet — 0.685 (2020-06-01) SINet — 0.685 (2020-06-01) SINet — 0.685 (2020-06-01) SINet — 0.685 (2020-06-01) SINet — 0.685 (2020-06-01) SINet — 0.685 (2020-06-01) SINet — 0.685 (2020-06-01) SINet* — 0.771 (2021-02-20) SINet* — 0.771 (2021-02-20) SINet* — 0.771 (2021-02-20) SINet* — 0.771 (2021-02-20) SINet* — 0.771 (2021-02-20) SINet* — 0.771 (2021-02-20) SINet* — 0.771 (2021-02-20) EVPv1 — 0.843 (2023-03-20) EVPv1 — 0.843 (2023-03-20) EVPv1 — 0.843 (2023-03-20) EVPv1 — 0.843 (2023-03-20) EVPv1 — 0.843 (2023-03-20) EVPv1 — 0.843 (2023-03-20) EVPv1 — 0.843 (2023-03-20) EVPv2 — 0.843 (2023-05-29) EVPv2 — 0.843 (2023-05-29) EVPv2 — 0.843 (2023-05-29) EVPv2 — 0.843 (2023-05-29) EVPv2 — 0.843 (2023-05-29) EVPv2 — 0.843 (2023-05-29) EVPv2 — 0.843 (2023-05-29) ZoomNeXt-PVTv2-B4 — 0.898 (2023-10-31) ZoomNeXt-PVTv2-B5 — 0.898 (2023-10-31) ZoomNeXt-ResNet-50 — 0.861 (2023-10-31) ZoomNeXt-PVTv2-B4 — 0.898 (2023-10-31) ZoomNeXt-PVTv2-B5 — 0.898 (2023-10-31) ZoomNeXt-ResNet-50 — 0.861 (2023-10-31) ZoomNeXt-PVTv2-B4 — 0.898 (2023-10-31) ZoomNeXt-PVTv2-B5 — 0.898 (2023-10-31) ZoomNeXt-ResNet-50 — 0.861 (2023-10-31) ZoomNeXt-PVTv2-B4 — 0.898 (2023-10-31) ZoomNeXt-PVTv2-B5 — 0.898 (2023-10-31) ZoomNeXt-ResNet-50 — 0.861 (2023-10-31) ZoomNeXt-PVTv2-B4 — 0.898 (2023-10-31) ZoomNeXt-PVTv2-B5 — 0.898 (2023-10-31) ZoomNeXt-ResNet-50 — 0.861 (2023-10-31) ZoomNeXt-PVTv2-B4 — 0.898 (2023-10-31) ZoomNeXt-PVTv2-B5 — 0.898 (2023-10-31) ZoomNeXt-ResNet-50 — 0.861 (2023-10-31) ZoomNeXt-PVTv2-B4 — 0.898 (2023-10-31) ZoomNeXt-PVTv2-B5 — 0.898 (2023-10-31) ZoomNeXt-ResNet-50 — 0.861 (2023-10-31) BiRefNet — 0.913 (2024-01-07) BiRefNet — 0.913 (2024-01-07) BiRefNet — 0.913 (2024-01-07) BiRefNet — 0.913 (2024-01-07) BiRefNet — 0.913 (2024-01-07) BiRefNet — 0.913 (2024-01-07) BiRefNet — 0.913 (2024-01-07) FOCUS — 0.91 (2025-01-09) FOCUS — 0.91 (2025-01-09) FOCUS — 0.91 (2025-01-09) FOCUS — 0.91 (2025-01-09) FOCUS — 0.91 (2025-01-09) FOCUS — 0.91 (2025-01-09) FOCUS — 0.91 (2025-01-09) CPD — 0.747 (2019-04-18) SINet* — 0.771 (2021-02-20) EVPv1 — 0.843 (2023-03-20) ZoomNeXt-PVTv2-B4 — 0.898 (2023-10-31) BiRefNet — 0.913 (2024-01-07)
RankModel S-MeasureWeighted F-MeasureMAE Extra Training Data PaperCodeYear
1 BiRefNet 0.9130.8740.014 ✓ Bilateral Reference for High-Resolution Dichotomous Image Segmentation zhengpeng7/birefnet 2024
2 FOCUS 0.9100.8830.013 FOCUS: Towards Universal Foreground Segmentation geshang777/FOCUS 2025
3 ZoomNeXt-PVTv2-B4 0.8980.8380.017 ZoomNeXt: A Unified Collaborative Pyramid Network for Camouflaged Object Detection lartpang/zoomnext 2023
3 ZoomNeXt-PVTv2-B5 0.8980.8270.018 ZoomNeXt: A Unified Collaborative Pyramid Network for Camouflaged Object Detection lartpang/zoomnext 2023
5 ZoomNeXt-ResNet-50 0.8610.7680.026 ZoomNeXt: A Unified Collaborative Pyramid Network for Camouflaged Object Detection lartpang/zoomnext 2023
6 EVPv2 0.8430.7460.029 Explicit Visual Prompting for Universal Foreground Segmentations nifangbaage/explict-visual-prompt · nifangbaage/explicit-visual-prompt 2023
6 EVPv1 0.8430.7420.029 Explicit Visual Prompting for Low-Level Structure Segmentations nifangbaage/explicit-visual-prompt 2023
8 SINet* 0.7710.5510.051 Concealed Object Detection GewelsJI/SINet-V2 2021
9 CPD 0.7470.5080.059 Cascaded Partial Decoder for Fast and Accurate Salient Object Detection wuzhe71/CPD 2019
10 EGNet 0.7370.5090.056 EGNet: Edge Guidance Network for Salient Object Detection mindspore-ai/models · JXingZhao/EGNet · jiean001/models_m · +4 2019
11 SINet 0.6850.3520.092 Camouflaged Object Detection DengPingFan/SINet · DengPingFan/CODToolbox 2020
11 BASNet 0.6850.3520.092 BASNet: Boundary-Aware Salient Object Detection NathanUA/BASNet · chouxianyu/Boundary-Aware-PoolNet · hamidriasat/BASNet 2019
13 BiRefNet 0.9130.8740.014 ✓ Bilateral Reference for High-Resolution Dichotomous Image Segmentation zhengpeng7/birefnet 2024
14 FOCUS 0.9100.8830.013 FOCUS: Towards Universal Foreground Segmentation geshang777/FOCUS 2025
15 ZoomNeXt-PVTv2-B4 0.8980.8380.017 ZoomNeXt: A Unified Collaborative Pyramid Network for Camouflaged Object Detection lartpang/zoomnext 2023
15 ZoomNeXt-PVTv2-B5 0.8980.8270.018 ZoomNeXt: A Unified Collaborative Pyramid Network for Camouflaged Object Detection lartpang/zoomnext 2023
17 ZoomNeXt-ResNet-50 0.8610.7680.026 ZoomNeXt: A Unified Collaborative Pyramid Network for Camouflaged Object Detection lartpang/zoomnext 2023
18 EVPv2 0.8430.7460.029 Explicit Visual Prompting for Universal Foreground Segmentations nifangbaage/explict-visual-prompt · nifangbaage/explicit-visual-prompt 2023
18 EVPv1 0.8430.7420.029 Explicit Visual Prompting for Low-Level Structure Segmentations nifangbaage/explicit-visual-prompt 2023
20 SINet* 0.7710.5510.051 Concealed Object Detection GewelsJI/SINet-V2 2021
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