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Semantic Segmentation

Papers

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Showing 451–500 of 14763 papers

TitleStatusHype
Diffuse, Attend, and Segment: Unsupervised Zero-Shot Segmentation using Stable DiffusionCode2
nnMamba: 3D Biomedical Image Segmentation, Classification and Landmark Detection with State Space ModelCode2
Bidirectional Copy-Paste for Semi-Supervised Medical Image SegmentationCode2
nnWNet: Rethinking the Use of Transformers in Biomedical Image Segmentation and Calling for a Unified Evaluation BenchmarkCode2
Diffusion models as plug-and-play priorsCode2
Dilated Neighborhood Attention TransformerCode2
Segmentation Transformer: Object-Contextual Representations for Semantic SegmentationCode2
BiFormer: Vision Transformer with Bi-Level Routing AttentionCode2
DiffAtlas: GenAI-fying Atlas Segmentation via Image-Mask DiffusionCode2
DiffBEV: Conditional Diffusion Model for Bird's Eye View PerceptionCode2
Adapter is All You Need for Tuning Visual TasksCode2
OctFormer: Octree-based Transformers for 3D Point CloudsCode2
OneFormer3D: One Transformer for Unified Point Cloud SegmentationCode2
A Multi-objective Optimization Benchmark Test Suite for Real-time Semantic SegmentationCode2
DiffRect: Latent Diffusion Label Rectification for Semi-supervised Medical Image SegmentationCode2
One Token to Seg Them All: Language Instructed Reasoning Segmentation in VideosCode2
BiSeNet V2: Bilateral Network with Guided Aggregation for Real-time Semantic SegmentationCode2
Adapting Pre-Trained Vision Models for Novel Instance Detection and SegmentationCode2
OpenScene: 3D Scene Understanding with Open VocabulariesCode2
BlenderProcCode2
Open-Vocabulary Panoptic Segmentation with Text-to-Image Diffusion ModelsCode2
Open-Vocabulary Semantic Segmentation with Mask-adapted CLIPCode2
Open-World Semantic Segmentation Including Class SimilarityCode2
DI-MaskDINO: A Joint Object Detection and Instance Segmentation ModelCode2
Dynamic Tuning Towards Parameter and Inference Efficiency for ViT AdaptationCode2
Ambiguous Medical Image Segmentation using Diffusion ModelsCode2
Densely Connected Parameter-Efficient Tuning for Referring Image SegmentationCode2
DenseNets Reloaded: Paradigm Shift Beyond ResNets and ViTsCode2
DetectoRS: Detecting Objects with Recursive Feature Pyramid and Switchable Atrous ConvolutionCode2
AllSpark: Reborn Labeled Features from Unlabeled in Transformer for Semi-Supervised Semantic SegmentationCode2
AllWeatherNet:Unified Image Enhancement for Autonomous Driving under Adverse Weather and Lowlight-conditionsCode2
Delineate Anything: Resolution-Agnostic Field Boundary Delineation on Satellite ImageryCode2
Boundary-Aware Segmentation Network for Mobile and Web ApplicationsCode2
Deep Spectral Methods: A Surprisingly Strong Baseline for Unsupervised Semantic Segmentation and LocalizationCode2
Alleviating Textual Reliance in Medical Language-guided Segmentation via Prototype-driven Semantic ApproximationCode2
Adaptive Bidirectional Displacement for Semi-Supervised Medical Image SegmentationCode2
Deep Video Prior for Video Consistency and PropagationCode2
PointSAM: Pointly-Supervised Segment Anything Model for Remote Sensing ImagesCode2
Delivering Arbitrary-Modal Semantic SegmentationCode2
Point Transformer V2: Grouped Vector Attention and Partition-based PoolingCode2
Understanding the Tricks of Deep Learning in Medical Image Segmentation: Challenges and Future DirectionsCode2
Prompt Pre-Training with Twenty-Thousand Classes for Open-Vocabulary Visual RecognitionCode2
Deep Hierarchical Semantic SegmentationCode2
Deep Incubation: Training Large Models by Divide-and-ConqueringCode2
QuadTree Attention for Vision TransformersCode2
Deep Covariance Alignment for Domain Adaptive Remote Sensing Image SegmentationCode2
RangeUDF: Semantic Surface Reconstruction from 3D Point CloudsCode2
Decoupling Features in Hierarchical Propagation for Video Object SegmentationCode2
DeepGCNs: Making GCNs Go as Deep as CNNsCode2
AiTLAS: Artificial Intelligence Toolbox for Earth ObservationCode2
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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
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