SOTAVerified

Semantic Segmentation

Papers

Showing 101125 of 14763 papers

TitleStatusHype
Demonstrating Multi-Suction Item Picking at Scale via Multi-Modal Learning of Pick Success0
Improving Medical Visual Representation Learning with Pathological-level Cross-Modal Alignment and Correlation Exploration0
MedSeg-R: Reasoning Segmentation in Medical Images with Multimodal Large Language Models0
Generalist Models in Medical Image Segmentation: A Survey and Performance Comparison with Task-Specific Approaches0
Semantic Localization Guiding Segment Anything Model For Reference Remote Sensing Image Segmentation0
FARCLUSS: Fuzzy Adaptive Rebalancing and Contrastive Uncertainty Learning for Semi-Supervised Semantic SegmentationCode0
Deep Semantic Segmentation for Multi-Source Localization Using Angle of Arrival Measurements0
Accurate and efficient zero-shot 6D pose estimation with frozen foundation models0
Leveraging Depth and Language for Open-Vocabulary Domain-Generalized Semantic SegmentationCode1
The Four Color Theorem for Cell Instance SegmentationCode1
SRPL-SFDA: SAM-Guided Reliable Pseudo-Labels for Source-Free Domain Adaptation in Medical Image SegmentationCode0
ELBO-T2IAlign: A Generic ELBO-Based Method for Calibrating Pixel-level Text-Image Alignment in Diffusion Models0
Enhancing Human-Robot Collaboration: A Sim2Real Domain Adaptation Algorithm for Point Cloud Segmentation in Industrial Environments0
Urban1960SatSeg: Unsupervised Semantic Segmentation of Mid-20^th century Urban Landscapes with Satellite ImageriesCode2
ContextLoss: Context Information for Topology-Preserving Segmentation0
Segment This Thing: Foveated Tokenization for Efficient Point-Prompted SegmentationCode2
DCD: A Semantic Segmentation Model for Fetal Ultrasound Four-Chamber View0
ATAS: Any-to-Any Self-Distillation for Enhanced Open-Vocabulary Dense Prediction0
RS-MTDF: Multi-Teacher Distillation and Fusion for Remote Sensing Semi-Supervised Semantic SegmentationCode1
SSS: Semi-Supervised SAM-2 with Efficient Prompting for Medical Imaging SegmentationCode0
ECMNet:Lightweight Semantic Segmentation with Efficient CNN-Mamba Network0
Segment Concealed Objects with Incomplete Supervision0
Segment Any Architectural Facades (SAAF):An automatic segmentation model for building facades, walls and windows based on multimodal semantics guidance0
C3S3: Complementary Competition and Contrastive Selection for Semi-Supervised Medical Image SegmentationCode1
Adapter Naturally Serves as Decoupler for Cross-Domain Few-Shot Semantic Segmentation0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1InternImage-H (M3I Pre-training)Params (M)1,310Unverified
2ViT-P (InternImage-H)Validation mIoU63.6Unverified
3ONE-PEACEValidation mIoU63Unverified
4M3I Pre-training (InternImage-H)Validation mIoU62.9Unverified
5InternImage-HValidation mIoU62.9Unverified
6BEiT-3Validation mIoU62.8Unverified
7EVAValidation mIoU62.3Unverified
8ViT-P (OneFormer, InternImage-H)Validation mIoU61.6Unverified
9ViT-Adapter-L (Mask2Former, BEiTv2 pretrain)Validation mIoU61.5Unverified
10FD-SwinV2-GValidation mIoU61.4Unverified