SOTAVerified

Semantic Segmentation

Papers

Showing 501550 of 14763 papers

TitleStatusHype
SAM3D: Zero-Shot 3D Object Detection via Segment Anything ModelCode2
SAM-6D: Segment Anything Model Meets Zero-Shot 6D Object Pose EstimationCode2
Earth-Adapter: Bridge the Geospatial Domain Gaps with Mixture of Frequency AdaptationCode2
DreamColour: Controllable Video Colour Editing without TrainingCode2
SAM-Med3D: Towards General-purpose Segmentation Models for Volumetric Medical ImagesCode2
SAMM (Segment Any Medical Model): A 3D Slicer Integration to SAMCode2
Beyond Adapting SAM: Towards End-to-End Ultrasound Image Segmentation via Auto PromptingCode2
Domain Adaptive and Generalizable Network Architectures and Training Strategies for Semantic Image SegmentationCode2
DreamLIP: Language-Image Pre-training with Long CaptionsCode2
SatMAE: Pre-training Transformers for Temporal and Multi-Spectral Satellite ImageryCode2
Does Image Anonymization Impact Computer Vision Training?Code2
Agent Attention: On the Integration of Softmax and Linear AttentionCode2
Domain Adaptation with a Single Vision-Language EmbeddingCode2
DSNet: A Novel Way to Use Atrous Convolutions in Semantic SegmentationCode2
EasyPortrait -- Face Parsing and Portrait Segmentation DatasetCode2
Embedding Earth: Self-supervised contrastive pre-training for dense land cover classificationCode2
Focal Modulation NetworksCode2
A Unified Transformer Framework for Group-based Segmentation: Co-Segmentation, Co-Saliency Detection and Video Salient Object DetectionCode2
A Unified Image-Dense Annotation Generation Model for Underwater ScenesCode2
A Unified Framework for 3D Scene UnderstandingCode2
DI-MaskDINO: A Joint Object Detection and Instance Segmentation ModelCode2
DINO in the Room: Leveraging 2D Foundation Models for 3D SegmentationCode2
Distribution-Free, Risk-Controlling Prediction SetsCode2
Diffusion models as plug-and-play priorsCode2
Digital Twin Generation from Visual Data: A SurveyCode2
Aerial Lifting: Neural Urban Semantic and Building Instance Lifting from Aerial ImageryCode2
DiffRect: Latent Diffusion Label Rectification for Semi-supervised Medical Image SegmentationCode2
Diffuse, Attend, and Segment: Unsupervised Zero-Shot Segmentation using Stable DiffusionCode2
Dilated Neighborhood Attention TransformerCode2
DiverGen: Improving Instance Segmentation by Learning Wider Data Distribution with More Diverse Generative DataCode2
DFormer: Rethinking RGBD Representation Learning for Semantic SegmentationCode2
Adversarial Supervision Makes Layout-to-Image Diffusion Models ThriveCode2
Augmented Object Intelligence with XR-ObjectsCode2
DiffAtlas: GenAI-fying Atlas Segmentation via Image-Mask DiffusionCode2
DenseNets Reloaded: Paradigm Shift Beyond ResNets and ViTsCode2
Audio-Visual Segmentation with SemanticsCode2
Densely Connected Parameter-Efficient Tuning for Referring Image SegmentationCode2
Deep Spectral Methods: A Surprisingly Strong Baseline for Unsupervised Semantic Segmentation and LocalizationCode2
Delineate Anything: Resolution-Agnostic Field Boundary Delineation on Satellite ImageryCode2
Deep Incubation: Training Large Models by Divide-and-ConqueringCode2
Deep Snake for Real-Time Instance SegmentationCode2
Delivering Arbitrary-Modal Semantic SegmentationCode2
DetectoRS: Detecting Objects with Recursive Feature Pyramid and Switchable Atrous ConvolutionCode2
DiffBEV: Conditional Diffusion Model for Bird's Eye View PerceptionCode2
Diversified and Personalized Multi-rater Medical Image SegmentationCode2
Deep Video Prior for Video Consistency and PropagationCode2
DeCLIP: Decoupled Learning for Open-Vocabulary Dense PerceptionCode2
DDP: Diffusion Model for Dense Visual PredictionCode2
Decoupling Features in Hierarchical Propagation for Video Object SegmentationCode2
DAT++: Spatially Dynamic Vision Transformer with Deformable AttentionCode2
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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