SOTAVerified

Semantic Segmentation

Papers

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Showing 5201–5250 of 14763 papers

TitleStatusHype
Evaluating Single Event Upsets in Deep Neural Networks for Semantic Segmentation: an embedded system perspectiveCode0
Appearance Matching Adapter for Exemplar-based Semantic Image Synthesis—0
Is Foreground Prototype Sufficient? Few-Shot Medical Image Segmentation with Background-Fused Prototype—0
Vision Transformers for Weakly-Supervised Microorganism EnumerationCode0
Low-Contrast-Enhanced Contrastive Learning for Semi-Supervised Endoscopic Image SegmentationCode0
AH-OCDA: Amplitude-based Curriculum Learning and Hopfield Segmentation Model for Open Compound Domain Adaptation—0
SJTU:Spatial judgments in multimodal models towards unified segmentation through coordinate detectionCode0
Multi-scale and Multi-path Cascaded Convolutional Network for Semantic Segmentation of Colorectal Polyps—0
Multi-robot autonomous 3D reconstruction using Gaussian splatting with Semantic guidance—0
U-Net in Medical Image Segmentation: A Review of Its Applications Across Modalities—0
Topology-Preserving Image Segmentation with Spatial-Aware Persistent Feature Matching—0
Global Average Feature Augmentation for Robust Semantic Segmentation with Transformers—0
Holistic Understanding of 3D Scenes as Universal Scene Description—0
3DSceneEditor: Controllable 3D Scene Editing with Gaussian Splatting—0
Robust and Transferable Backdoor Attacks Against Deep Image Compression With Selective Frequency Prior—0
Epipolar Attention Field Transformers for Bird's Eye View Semantic Segmentation—0
A2VIS: Amodal-Aware Approach to Video Instance Segmentation—0
INSIGHT: Explainable Weakly-Supervised Medical Image Analysis—0
SPF-Net: Solar panel fault detection using U-Net based deep learning image classification—0
TSUBF-Net: Trans-Spatial UNet-like Network with Bi-direction Fusion for Segmentation of Adenoid Hypertrophy in CT—0
A Semi-Supervised Approach with Error Reflection for Echocardiography Segmentation—0
DPE-Net: Dual-Parallel Encoder Based Network for Semantic Segmentation of Polyps—0
LMSeg: Unleashing the Power of Large-Scale Models for Open-Vocabulary Semantic Segmentation—0
Retrieval-guided Cross-view Image Synthesis—0
LDA-AQU: Adaptive Query-guided Upsampling via Local Deformable AttentionCode0
Track Anything Behind Everything: Zero-Shot Amodal Video Object Segmentation—0
Beyond Logit Lens: Contextual Embeddings for Robust Hallucination Detection & Grounding in VLMs—0
Textured As-Is BIM via GIS-informed Point Cloud Segmentation—0
MVFormer: Diversifying Feature Normalization and Token Mixing for Efficient Vision Transformers—0
On-chip Hyperspectral Image Segmentation with Fully Convolutional Networks for Scene Understanding in Autonomous Driving—0
FAN-Unet: Enhancing Unet with vision Fourier Analysis Block for Biomedical Image Segmentation—0
GMS-VINS:Multi-category Dynamic Objects Semantic Segmentation for Enhanced Visual-Inertial Odometry Using a Promptable Foundation Model—0
On Moving Object Segmentation from Monocular Video with Transformers—0
InstanceGaussian: Appearance-Semantic Joint Gaussian Representation for 3D Instance-Level Perception—0
The Last Mile to Supervised Performance: Semi-Supervised Domain Adaptation for Semantic Segmentation—0
HoliSDiP: Image Super-Resolution via Holistic Semantics and Diffusion PriorCode0
Distilling Spectral Graph for Object-Context Aware Open-Vocabulary Semantic Segmentation—0
Low-rank Adaptation-based All-Weather Removal for Autonomous Navigation—0
Modality-Incremental Learning with Disjoint Relevance Mapping Networks for Image-based Semantic Segmentation—0
SCASeg: Strip Cross-Attention for Efficient Semantic Segmentation—0
Rapid Deployment of Domain-specific Hyperspectral Image Processors with Application to Autonomous Driving—0
HSI-Drive v2.0: More Data for New Challenges in Scene Understanding for Autonomous Driving—0
Self-supervised Video Instance Segmentation Can Boost Geographic Entity Alignment in Historical Maps—0
SAM-MPA: Applying SAM to Few-shot Medical Image Segmentation using Mask Propagation and Auto-prompting—0
A Bilayer Segmentation-Recombination Network for Accurate Segmentation of Overlapping C. elegans—0
MRIFE: A Mask-Recovering and Interactive-Feature-Enhancing Semantic Segmentation Network For Relic Landslide Detection—0
An Ensemble Approach for Brain Tumor Segmentation and Synthesis—0
Box for Mask and Mask for Box: weak losses for multi-task partially supervised learningCode0
ΩSFormer: Dual-Modal Ω-like Super-Resolution Transformer Network for Cross-scale and High-accuracy Terraced Field Vectorization Extraction—0
SynDiff-AD: Improving Semantic Segmentation and End-to-End Autonomous Driving with Synthetic Data from Latent Diffusion Models—0
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Benchmark Results

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