SOTAVerified

Segmentation

Papers

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Showing 2851–2875 of 13072 papers

TitleStatusHype
Towards Robust Semantic Segmentation against Patch-based Attack via Attention Refinement—0
S3Net: Innovating Stereo Matching and Semantic Segmentation with a Single-Branch Semantic Stereo Network in Satellite Epipolar ImageryCode1
LESEN: Label-Efficient deep learning for Multi-parametric MRI-based Visual Pathway SegmentationCode0
Modality Exchange Network for Retinogeniculate Visual Pathway Segmentation—0
Off-Road LiDAR Intensity Based Semantic SegmentationCode1
Online Continual Domain Adaptation for Semantic Image Segmentation Using Internal RepresentationsCode0
Freeze the backbones: A Parameter-Efficient Contrastive Approach to Robust Medical Vision-Language Pre-training—0
Train-Free Segmentation in MRI with Cubical Persistent HomologyCode0
GBSS:a global building semantic segmentation dataset for large-scale remote sensing building extraction—0
Teeth-SEG: An Efficient Instance Segmentation Framework for Orthodontic Treatment based on Multi-Scale Aggregation and Anthropic Prior Knowledge—0
Towards Automatic Power Battery Detection: New Challenge Benchmark Dataset and BaselineCode3
LASO: Language-guided Affordance Segmentation on 3D ObjectCode1
Bi-level Learning of Task-Specific Decoders for Joint Registration and One-Shot Medical Image SegmentationCode1
Learning to Segment Referred Objects from Narrated Egocentric Videos—0
PSDPM: Prototype-based Secondary Discriminative Pixels Mining for Weakly Supervised Semantic SegmentationCode0
HOIST-Former: Hand-held Objects Identification Segmentation and Tracking in the Wild—0
Jack of All Tasks Master of Many: Designing General-Purpose Coarse-to-Fine Vision-Language Model—0
FACT: Frame-Action Cross-Attention Temporal Modeling for Efficient Action SegmentationCode2
Hierarchical Histogram Threshold Segmentation - Auto-terminating High-detail Oversegmentation—0
From SAM to CAMs: Exploring Segment Anything Model for Weakly Supervised Semantic SegmentationCode2
Open-Vocabulary 3D Semantic Segmentation with Foundation Models—0
Progress-Aware Online Action Segmentation for Egocentric Procedural Task VideosCode1
Flattening the Parent Bias: Hierarchical Semantic Segmentation in the Poincare BallCode1
Diffuse Attend and Segment: Unsupervised Zero-Shot Segmentation using Stable Diffusion—0
Unlocking the Potential of Pre-trained Vision Transformers for Few-Shot Semantic Segmentation through Relationship DescriptorsCode0
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All datasetsSA-1B.MFSDMMFloodSimGas

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1unSAM+ (Semi-supervised)Average Precision42.8—Unverified
2SAMAverage Precision38.9—Unverified
#ModelMetricClaimedVerifiedStatus
1HNN10%20—Unverified
#ModelMetricClaimedVerifiedStatus
1ABANetF1 Score96.82—Unverified
#ModelMetricClaimedVerifiedStatus
1ResNet50 + DeepLabV3+F1 score0.77—Unverified
#ModelMetricClaimedVerifiedStatus
1LangGasIoU0.69—Unverified