SOTAVerified

Salient Object Detection

Papers

Showing 1–10 of 527 papers

TitleStatusHype
Seg-R1: Segmentation Can Be Surprisingly Simple with Reinforcement LearningCode2
Lightweight RGB-D Salient Object Detection from a Speed-Accuracy Tradeoff PerspectiveCode1
FLIM-based Salient Object Detection Networks with Adaptive DecodersCode0
Visual Consensus Prompting for Co-Salient Object DetectionCode1
Multi-level Cellular Automata for FLIM networks—0
Flyweight FLIM Networks for Salient Object Detection in Biomedical Images—0
Uncertainty Guided Refinement for Fine-Grained Salient Object DetectionCode1
Saliency-Motion Guided Trunk-Collateral Network for Unsupervised Video Object Segmentation—0
KAN-SAM: Kolmogorov-Arnold Network Guided Segment Anything Model for RGB-T Salient Object Detection—0
Hyperspectral Remote Sensing Images Salient Object Detection: The First Benchmark Dataset and BaselineCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1FOCUSS-measure0.9—Unverified
2SAM2-UNetS-measure0.89—Unverified
3EVPv2S-measure0.88—Unverified
4EVPv1S-measure0.88—Unverified
5SelfReformer-SwinS-measure0.88—Unverified
6SelfReformerS-measure0.87—Unverified
7LDF(ours)S-measure0.86—Unverified
8RCSBS-measure0.85—Unverified
9F3NetS-measure0.85—Unverified
10F3NetS-measure0.83—Unverified