SOTAVerified

Segmentation

Papers

Showing 28512900 of 13072 papers

TitleStatusHype
Towards Robust Semantic Segmentation against Patch-based Attack via Attention Refinement0
LESEN: Label-Efficient deep learning for Multi-parametric MRI-based Visual Pathway SegmentationCode0
S3Net: Innovating Stereo Matching and Semantic Segmentation with a Single-Branch Semantic Stereo Network in Satellite Epipolar ImageryCode1
Modality Exchange Network for Retinogeniculate Visual Pathway Segmentation0
Off-Road LiDAR Intensity Based Semantic SegmentationCode1
Freeze the backbones: A Parameter-Efficient Contrastive Approach to Robust Medical Vision-Language Pre-training0
Online Continual Domain Adaptation for Semantic Image Segmentation Using Internal RepresentationsCode0
Train-Free Segmentation in MRI with Cubical Persistent HomologyCode0
GBSS:a global building semantic segmentation dataset for large-scale remote sensing building extraction0
Unlocking the Potential of Pre-trained Vision Transformers for Few-Shot Semantic Segmentation through Relationship DescriptorsCode0
Diffuse Attend and Segment: Unsupervised Zero-Shot Segmentation using Stable Diffusion0
Bi-level Learning of Task-Specific Decoders for Joint Registration and One-Shot Medical Image SegmentationCode1
Progress-Aware Online Action Segmentation for Egocentric Procedural Task VideosCode1
Rethinking Interactive Image Segmentation with Low Latency High Quality and Diverse PromptsCode2
PSDPM: Prototype-based Secondary Discriminative Pixels Mining for Weakly Supervised Semantic SegmentationCode0
From SAM to CAMs: Exploring Segment Anything Model for Weakly Supervised Semantic SegmentationCode2
HOIST-Former: Hand-held Objects Identification Segmentation and Tracking in the Wild0
LASO: Language-guided Affordance Segmentation on 3D ObjectCode1
Teeth-SEG: An Efficient Instance Segmentation Framework for Orthodontic Treatment based on Multi-Scale Aggregation and Anthropic Prior Knowledge0
Learning to Segment Referred Objects from Narrated Egocentric Videos0
Hierarchical Histogram Threshold Segmentation - Auto-terminating High-detail Oversegmentation0
Flattening the Parent Bias: Hierarchical Semantic Segmentation in the Poincare BallCode1
Jack of All Tasks Master of Many: Designing General-Purpose Coarse-to-Fine Vision-Language Model0
Towards Automatic Power Battery Detection: New Challenge Benchmark Dataset and BaselineCode3
FACT: Frame-Action Cross-Attention Temporal Modeling for Efficient Action SegmentationCode2
Learn to Rectify the Bias of CLIP for Unsupervised Semantic SegmentationCode2
Open-Vocabulary 3D Semantic Segmentation with Foundation Models0
Mind Marginal Non-Crack Regions: Clustering-Inspired Representation Learning for Crack Segmentation0
Cross-Dimension Affinity Distillation for 3D EM Neuron SegmentationCode0
ShapeMatcher: Self-Supervised Joint Shape Canonicalization Segmentation Retrieval and DeformationCode1
FISBe: A Real-World Benchmark Dataset for Instance Segmentation of Long-Range Thin Filamentous Structures0
Exploring Regional Clues in CLIP for Zero-Shot Semantic SegmentationCode3
MRFS: Mutually Reinforcing Image Fusion and SegmentationCode2
MemSAM: Taming Segment Anything Model for Echocardiography Video SegmentationCode2
Addressing Background Context Bias in Few-Shot Segmentation through Iterative Modulation0
1st Place Solution for 5th LSVOS Challenge: Referring Video Object SegmentationCode1
BRAU-Net++: U-Shaped Hybrid CNN-Transformer Network for Medical Image SegmentationCode2
Double-well Net for Image SegmentationCode0
SFGANS Self-supervised Future Generator for human ActioN Segmentation0
SAR-RARP50: Segmentation of surgical instrumentation and Action Recognition on Robot-Assisted Radical Prostatectomy ChallengeCode1
WoodScape Motion Segmentation for Autonomous Driving -- CVPR 2023 OmniCV Workshop Challenge0
Brain Tumor Segmentation Based on Deep Learning, Attention Mechanisms, and Energy-Based Uncertainty PredictionCode0
Promoting Segment Anything Model towards Highly Accurate Dichotomous Image Segmentation0
Benchmarking the CoW with the TopCoW Challenge: Topology-Aware Anatomical Segmentation of the Circle of Willis for CTA and MRACode1
A Fully Automated Pipeline Using Swin Transformers for Deep Learning-Based Blood Segmentation on Head CT Scans After Aneurysmal Subarachnoid Hemorrhage0
Leveraging Open-Vocabulary Diffusion to Camouflaged Instance Segmentation0
One Model to Rule them All: Towards Universal Segmentation for Medical Images with Text PromptsCode2
Amodal Ground Truth and Completion in the WildCode1
Generalized Mask-aware IoU for Anchor Assignment for Real-time Instance Segmentation0
Segment3D: Learning Fine-Grained Class-Agnostic 3D Segmentation without Manual Labels0
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Benchmark Results

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