OpenCodePapers

salient-object-detection-on-ecssd-1

Salient Object Detection
Dataset Link
Results over time
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Leaderboard
PaperCodeS-measureE-measureMAEmax_F1ModelNameReleaseDate
SAM2-UNet: Segment Anything 2 Makes Strong Encoder for Natural and Medical Image Segmentation✓ Link0.9500.9700.020SAM2-UNet2024-08-16
FOCUS: Towards Universal Foreground Segmentation✓ Link0.9430.9710.018FOCUS2025-01-09
SelfReformer: Self-Refined Network with Transformer for Salient Object Detection✓ Link0.9410.9350.0250.963SelfReformer-Swin2022-05-23
Explicit Visual Prompting for Low-Level Structure Segmentations✓ Link0.9350.9570.0270.960EVPv12023-03-20
Explicit Visual Prompting for Universal Foreground Segmentations✓ Link0.9350.9570.0280.958EVPv22023-05-29
SelfReformer: Self-Refined Network with Transformer for Salient Object Detection✓ Link0.9350.9280.0270.957SelfReformer2022-05-23
F3Net: Fusion, Feedback and Focus for Salient Object Detection✓ Link0.9240.9270.0330.945F3Net2019-11-26
Label Decoupling Framework for Salient Object Detection✓ Link0.9240.9240.0330.950LDF(ours)2020-08-25
Recursive Contour Saliency Blending Network for Accurate Salient Object Detection✓ Link0.9210.9230.0330.945RCSB2021-05-28
U$^2$-Net: Going Deeper with Nested U-Structure for Salient Object Detection✓ Link0.9180.0410.885F3Net2020-05-18