ML Research Wiki / Benchmarks / Camouflaged Object Segmentation / CAMO

CAMO

Camouflaged Object Segmentation Benchmark

Performance Over Time

📊 Showing 10 results | 📏 Metric: S-Measure

Top Performing Models

Rank Model Paper S-Measure Date Code
1 FOCUS FOCUS: Towards Universal Foreground Segmentation 0.03 2025-01-09 📦 geshang777/FOCUS
2 BiRefNet Bilateral Reference for High-Resolution Dichotomous Image Segmentation 0.03 2024-01-07 📦 zhengpeng7/birefnet
3 ZoomNeXt-PVTv2-B4 ZoomNeXt: A Unified Collaborative Pyramid Network for Camouflaged Object Detection 0.04 2023-10-31 📦 lartpang/zoomnext
4 ZoomNeXt-PVTv2-B5 ZoomNeXt: A Unified Collaborative Pyramid Network for Camouflaged Object Detection 0.04 2023-10-31 📦 lartpang/zoomnext
5 EVPv2 Explicit Visual Prompting for Universal Foreground Segmentations 0.06 2023-05-29 📦 nifangbaage/explict-visual-prompt 📦 nifangbaage/explicit-visual-prompt
6 EVPv1 Explicit Visual Prompting for Low-Level Structure Segmentations 0.06 2023-03-20 📦 nifangbaage/explicit-visual-prompt
7 ZoomNeXt-ResNet-50 ZoomNeXt: A Unified Collaborative Pyramid Network for Camouflaged Object Detection 0.07 2023-10-31 📦 lartpang/zoomnext
8 SINet-V2 Concealed Object Detection 0.07 2021-02-20 📦 GewelsJI/SINet-V2
9 MirrorNet-ResNeXt152 MirrorNet: Bio-Inspired Camouflaged Object Segmentation 0.08 2020-07-25 -
10 PraNet 📚 PraNet: Parallel Reverse Attention Network for Polyp Segmentation 0.09 2020-06-13 📦 DengPingFan/PraNet 📦 GewelsJI/PNS-Net 📦 Thehunk1206/PRANet-Polyps-Segmentation 📦 yuwenlo/hardnet-dfus

All Papers (10)

geshang777/FOCUS
zhengpeng7/birefnet
lartpang/zoomnext
lartpang/zoomnext
nifangbaage/explict-visual-prompt nifangbaage/explicit-visual-prompt
nifangbaage/explicit-visual-prompt
lartpang/zoomnext
GewelsJI/SINet-V2
DengPingFan/PraNet GewelsJI/PNS-Net