SOTAVerified

Semantic Segmentation

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 551–600 of 14763 papers

TitleStatusHype
Diversified and Personalized Multi-rater Medical Image SegmentationCode2
Efficient Spatial-Temporal Information Fusion for LiDAR-Based 3D Moving Object SegmentationCode2
DiffBEV: Conditional Diffusion Model for Bird's Eye View PerceptionCode2
DiffRect: Latent Diffusion Label Rectification for Semi-supervised Medical Image SegmentationCode2
Deep Hierarchical Semantic SegmentationCode2
Digital Twin Generation from Visual Data: A SurveyCode2
Ambiguous Medical Image Segmentation using Diffusion ModelsCode2
DINO in the Room: Leveraging 2D Foundation Models for 3D SegmentationCode2
Understanding the Tricks of Deep Learning in Medical Image Segmentation: Challenges and Future DirectionsCode2
An Empirical Study of Remote Sensing PretrainingCode2
Domain Adaptation with a Single Vision-Language EmbeddingCode2
An End-to-End Robust Point Cloud Semantic Segmentation Network with Single-Step Conditional Diffusion ModelsCode2
Deep Covariance Alignment for Domain Adaptive Remote Sensing Image SegmentationCode2
An Image is Worth 16x16 Words: Transformers for Image Recognition at ScaleCode2
MobileOne: An Improved One millisecond Mobile BackboneCode2
DSNet: A Novel Way to Use Atrous Convolutions in Semantic SegmentationCode2
DytanVO: Joint Refinement of Visual Odometry and Motion Segmentation in Dynamic EnvironmentsCode2
E2EC: An End-to-End Contour-based Method for High-Quality High-Speed Instance SegmentationCode2
Earth-Adapter: Bridge the Geospatial Domain Gaps with Mixture of Frequency AdaptationCode2
EasyPortrait -- Face Parsing and Portrait Segmentation DatasetCode2
Decoupling Features in Hierarchical Propagation for Video Object SegmentationCode2
EdgeNeXt: Efficiently Amalgamated CNN-Transformer Architecture for Mobile Vision ApplicationsCode2
DeepGCNs: Making GCNs Go as Deep as CNNsCode2
Deep Incubation: Training Large Models by Divide-and-ConqueringCode2
AllWeatherNet:Unified Image Enhancement for Autonomous Driving under Adverse Weather and Lowlight-conditionsCode2
AllSpark: Reborn Labeled Features from Unlabeled in Transformer for Semi-Supervised Semantic SegmentationCode2
DDP: Diffusion Model for Dense Visual PredictionCode2
DAT++: Spatially Dynamic Vision Transformer with Deformable AttentionCode2
Are Vision xLSTM Embedded UNet More Reliable in Medical 3D Image Segmentation?Code2
EmerNeRF: Emergent Spatial-Temporal Scene Decomposition via Self-SupervisionCode2
EPTQ: Enhanced Post-Training Quantization via Hessian-guided Network-wise OptimizationCode2
ESP-MedSAM: Efficient Self-Prompting SAM for Universal Domain-Generalized Medical Image SegmentationCode2
Dataset QuantizationCode2
ARKit LabelMaker: A New Scale for Indoor 3D Scene UnderstandingCode2
DaViT: Dual Attention Vision TransformersCode2
FAMNet: Frequency-aware Matching Network for Cross-domain Few-shot Medical Image SegmentationCode2
DeCLIP: Decoupled Learning for Open-Vocabulary Dense PerceptionCode2
Customized Segment Anything Model for Medical Image SegmentationCode2
Crowd-SAM: SAM as a Smart Annotator for Object Detection in Crowded ScenesCode2
ASAM: Boosting Segment Anything Model with Adversarial TuningCode2
Cross Language Image Matching for Weakly Supervised Semantic SegmentationCode2
Find First, Track Next: Decoupling Identification and Propagation in Referring Video Object SegmentationCode2
FM-Fusion: Instance-aware Semantic Mapping Boosted by Vision-Language Foundation ModelsCode2
FocalClick: Towards Practical Interactive Image SegmentationCode2
Cross-Image Relational Knowledge Distillation for Semantic SegmentationCode2
FreeSOLO: Learning to Segment Objects without AnnotationsCode2
From SAM to CAMs: Exploring Segment Anything Model for Weakly Supervised Semantic SegmentationCode2
Frozen CLIP: A Strong Backbone for Weakly Supervised Semantic SegmentationCode2
Cross-Modal Interactive Perception Network with Mamba for Lung Tumor Segmentation in PET-CT ImagesCode2
DAMamba: Vision State Space Model with Dynamic Adaptive ScanCode2
Show:102550
← PrevPage 12 of 296Next →
All datasetsADE20KNYU-Depth V2Cityscapes testCityscapes valADE20K valPASCAL ContextS3DIS Area5PASCAL VOC 2012 testS3DISScanNetSUN-RGBDDensePASS

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
4InternImage-HValidation mIoU62.9—Unverified
5M3I Pre-training (InternImage-H)Validation 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