3D on CHAMELEON

Metric: weighted F-measure (higher is better)

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#	Model↕	weighted F-measure▼	Augmentations	Paper	Date↕	Code
1	BiRefNet	0.914	No	Bilateral Reference for High-Resolution Dichotom...	2024-01-07	Code
2	FOCUS	0.908	No	FOCUS: Towards Universal Foreground Segmentation	2025-01-09	Code
3	ZoomNeXt-PVTv2-B4	0.897	No	ZoomNeXt: A Unified Collaborative Pyramid Networ...	2023-10-31	Code
4	ZoomNeXt-PVTv2-B5	0.885	No	ZoomNeXt: A Unified Collaborative Pyramid Networ...	2023-10-31	Code
5	ZoomNeXt-ResNet-50	0.858	No	ZoomNeXt: A Unified Collaborative Pyramid Networ...	2023-10-31	Code
6	SINetV2-Res2Net-50	0.816	No	Concealed Object Detection	2021-02-20	Code

#1BiRefNetSOTA
0.914
weighted F-measure· 2024-01-07
Bilateral Reference for High-Resolution Dichotomous Image Segmentation Code
#2FOCUS
0.908
weighted F-measure· 2025-01-09
FOCUS: Towards Universal Foreground Segmentation Code
#3ZoomNeXt-PVTv2-B4SOTA
0.897
weighted F-measure· 2023-10-31
ZoomNeXt: A Unified Collaborative Pyramid Network for Camouflaged Object Detection Code
#4ZoomNeXt-PVTv2-B5
0.885
weighted F-measure· 2023-10-31
ZoomNeXt: A Unified Collaborative Pyramid Network for Camouflaged Object Detection Code
#5ZoomNeXt-ResNet-50
0.858
weighted F-measure· 2023-10-31
ZoomNeXt: A Unified Collaborative Pyramid Network for Camouflaged Object Detection Code
#6SINetV2-Res2Net-50SOTA
0.816
weighted F-measure· 2021-02-20
Concealed Object Detection Code