SOTAVerified

Segmentation

Papers

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Showing 951–1000 of 13072 papers

TitleStatusHype
ASF-YOLO: A Novel YOLO Model with Attentional Scale Sequence Fusion for Cell Instance SegmentationCode1
SemiSAM: Enhancing Semi-Supervised Medical Image Segmentation via SAM-Assisted Consistency RegularizationCode1
Loss Functions in the Era of Semantic Segmentation: A Survey and OutlookCode1
Auto-Vocabulary Semantic SegmentationCode1
Augmentation-Free Dense Contrastive Knowledge Distillation for Efficient Semantic SegmentationCode1
SAMBA: A Trainable Segmentation Web-App with Smart LabellingCode1
Activity Grammars for Temporal Action SegmentationCode1
ZePT: Zero-Shot Pan-Tumor Segmentation via Query-Disentangling and Self-PromptingCode1
E2ENet: Dynamic Sparse Feature Fusion for Accurate and Efficient 3D Medical Image SegmentationCode1
Semi-Supervised Active Learning for Semantic Segmentation in Unknown Environments Using Informative Path PlanningCode1
PartDistill: 3D Shape Part Segmentation by Vision-Language Model DistillationCode1
Foundation Model Assisted Weakly Supervised Semantic SegmentationCode1
Improving the Generalization of Segmentation Foundation Model under Distribution Shift via Weakly Supervised AdaptationCode1
Choroidalyzer: An open-source, end-to-end pipeline for choroidal analysis in optical coherence tomographyCode1
Panoptica -- instance-wise evaluation of 3D semantic and instance segmentation mapsCode1
PartSLIP++: Enhancing Low-Shot 3D Part Segmentation via Multi-View Instance Segmentation and Maximum Likelihood EstimationCode1
SCLIP: Rethinking Self-Attention for Dense Vision-Language InferenceCode1
MEDPSeg: Hierarchical polymorphic multitask learning for the segmentation of ground-glass opacities, consolidation, and pulmonary structures on computed tomographyCode1
Simultaneous Alignment and Surface Regression Using Hybrid 2D-3D Networks for 3D Coherent Layer Segmentation of Retinal OCT Images with Full and Sparse AnnotationsCode1
Geometrically-driven Aggregation for Zero-shot 3D Point Cloud UnderstandingCode1
MobileUtr: Revisiting the relationship between light-weight CNN and Transformer for efficient medical image segmentationCode1
Strong but simple: A Baseline for Domain Generalized Dense Perception by CLIP-based Transfer LearningCode1
SPOT: Self-Training with Patch-Order Permutation for Object-Centric Learning with Autoregressive TransformersCode1
Efficient Multimodal Semantic Segmentation via Dual-Prompt LearningCode1
A Simple Video Segmenter by Tracking Objects Along Axial TrajectoriesCode1
Betrayed by Attention: A Simple yet Effective Approach for Self-supervised Video Object SegmentationCode1
SAMPro3D: Locating SAM Prompts in 3D for Zero-Shot Scene SegmentationCode1
Filtered Semi-Markov CRFCode1
Continual Learning for Image Segmentation with Dynamic QueryCode1
Panoptic Video Scene Graph GenerationCode1
Emergent Open-Vocabulary Semantic Segmentation from Off-the-shelf Vision-Language ModelsCode1
DEU-Net: Dual-Encoder U-Net for Automated Skin Lesion SegmentationCode1
I-MedSAM: Implicit Medical Image Segmentation with Segment AnythingCode1
Unleashing the Power of Prompt-driven Nucleus Instance SegmentationCode1
SED: A Simple Encoder-Decoder for Open-Vocabulary Semantic SegmentationCode1
Stable Segment Anything ModelCode1
SemiVL: Semi-Supervised Semantic Segmentation with Vision-Language GuidanceCode1
Segment Every Out-of-Distribution ObjectCode1
Sliding Window FastEdit: A Framework for Lesion Annotation in Whole-body PET ImagesCode1
SEGIC: Unleashing the Emergent Correspondence for In-Context SegmentationCode1
Segmentation-Based Parametric PaintingCode1
Labeling Neural Representations with Inverse RecognitionCode1
Unified Domain Adaptive Semantic SegmentationCode1
FuseNet: Self-Supervised Dual-Path Network for Medical Image SegmentationCode1
Q-Seg: Quantum Annealing-Based Unsupervised Image SegmentationCode1
OmniSeg3D: Omniversal 3D Segmentation via Hierarchical Contrastive LearningCode1
Generalized Category Discovery in Semantic SegmentationCode1
Fuzzy Information Seeded Region Growing for Automated Lesions After Stroke Segmentation in MR Brain ImagesCode1
GeoSAM: Fine-tuning SAM with Multi-Modal Prompts for Mobility Infrastructure SegmentationCode1
ShapeMatcher: Self-Supervised Joint Shape Canonicalization, Segmentation, Retrieval and DeformationCode1
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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