SOTAVerified

Semantic Segmentation

Papers

Showing 5175 of 14763 papers

TitleStatusHype
MedPrompt: LLM-CNN Fusion with Weight Routing for Medical Image Segmentation and Classification0
DidSee: Diffusion-Based Depth Completion for Material-Agnostic Robotic Perception and Manipulation0
Towards Reliable Detection of Empty Space: Conditional Marked Point Processes for Object DetectionCode0
ReME: A Data-Centric Framework for Training-Free Open-Vocabulary SegmentationCode1
TSDASeg: A Two-Stage Model with Direct Alignment for Interactive Point Cloud Segmentation0
Segment Anything in Pathology Images with Natural Language0
Performance improvement of spatial semantic segmentation with enriched audio features and agent-based error correction for DCASE 2025 Challenge Task 40
AI-Driven MRI-based Brain Tumour Segmentation Benchmarking0
Building Lightweight Semantic Segmentation Models for Aerial Images Using Dual Relation Distillation0
U-R-VEDA: Integrating UNET, Residual Links, Edge and Dual Attention, and Vision Transformer for Accurate Semantic Segmentation of CMRs0
EAGLE: An Efficient Global Attention Lesion Segmentation Model for Hepatic Echinococcosis0
A Deep Learning Approach to Identify Rock Bolts in Complex 3D Point Clouds of Underground Mines Captured Using Mobile Laser Scanners0
AdvMIM: Adversarial Masked Image Modeling for Semi-Supervised Medical Image SegmentationCode0
Towards Scalable and Generalizable Earth Observation Data Mining via Foundation Model Composition0
Mixtures of Neural Cellular Automata: A Stochastic Framework for Growth Modelling and Self-Organization0
SAM2-SGP: Enhancing SAM2 for Medical Image Segmentation via Support-Set Guided PromptingCode0
Open-Vocabulary Camouflaged Object Segmentation with Cascaded Vision Language ModelsCode1
A Survey of Multi-sensor Fusion Perception for Embodied AI: Background, Methods, Challenges and Prospects0
AnchorDP3: 3D Affordance Guided Sparse Diffusion Policy for Robotic Manipulation0
MedSeg-R: Medical Image Segmentation with Clinical Reasoning0
SafeClick: Error-Tolerant Interactive Segmentation of Any Medical Volumes via Hierarchical Expert ConsensusCode0
Rethinking Decoder Design: Improving Biomarker Segmentation Using Depth-to-Space Restoration and Residual Linear AttentionCode1
Mobile Image Analysis Application for Mantoux Skin Test0
Pre-Trained LLM is a Semantic-Aware and Generalizable Segmentation BoosterCode2
Cross-modal State Space Modeling for Real-time RGB-thermal Wild Scene Semantic SegmentationCode0
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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