SOTAVerified

Semantic Segmentation

Papers

Showing 32513300 of 14763 papers

TitleStatusHype
Building Extraction from Remote Sensing Images via an Uncertainty-Aware NetworkCode1
Cyclic Learning: Bridging Image-level Labels and Nuclei Instance SegmentationCode1
Cylinder3D: An Effective 3D Framework for Driving-scene LiDAR Semantic SegmentationCode1
Cylindrical and Asymmetrical 3D Convolution Networks for LiDAR-based PerceptionCode1
Efficient Connectivity-Preserving Instance Segmentation with Supervoxel-Based Loss FunctionCode1
PointMixer: MLP-Mixer for Point Cloud UnderstandingCode1
Zero-Shot Semantic SegmentationCode1
D2A U-Net: Automatic Segmentation of COVID-19 Lesions from CT Slices with Dilated Convolution and Dual Attention MechanismCode1
D^2Conv3D: Dynamic Dilated Convolutions for Object Segmentation in VideosCode1
D2Conv3D: Dynamic Dilated Convolutions for Object Segmentation in VideosCode1
D2Det: Towards High Quality Object Detection and Instance SegmentationCode1
PointOcc: Cylindrical Tri-Perspective View for Point-based 3D Semantic Occupancy PredictionCode1
Effect of Prior-based Losses on Segmentation Performance: A BenchmarkCode1
Building a Strong Pre-Training Baseline for Universal 3D Large-Scale PerceptionCode1
D3RM: A Discrete Denoising Diffusion Refinement Model for Piano TranscriptionCode1
Detect Any Shadow: Segment Anything for Video Shadow DetectionCode1
Edge-Aware Mirror Network for Camouflaged Object DetectionCode1
DAAIN: Detection of Anomalous and Adversarial Input using Normalizing FlowsCode1
PVT: Point-Voxel Transformer for Point Cloud LearningCode1
dacl10k: Benchmark for Semantic Bridge Damage SegmentationCode1
Detecting Anomalies in Semantic Segmentation with PrototypesCode1
DACS: Domain Adaptation via Cross-domain Mixed SamplingCode1
PolarMask++: Enhanced Polar Representation for Single-Shot Instance Segmentation and BeyondCode1
PolarMask: Single Shot Instance Segmentation with Polar RepresentationCode1
DAE-Former: Dual Attention-guided Efficient Transformer for Medical Image SegmentationCode1
Polygonal Building Extraction by Frame Field LearningCode1
Polygonal Point Set TrackingCode1
DAFormer: Improving Network Architectures and Training Strategies for Domain-Adaptive Semantic SegmentationCode1
Poly-YOLO: higher speed, more precise detection and instance segmentation for YOLOv3Code1
EDAPS: Enhanced Domain-Adaptive Panoptic SegmentationCode1
Position-Guided Point Cloud Panoptic Segmentation TransformerCode1
Post-mortem Iris Recognition with Deep-Learning-based Image SegmentationCode1
EdgeFlow: Achieving Practical Interactive Segmentation with Edge-Guided FlowCode1
EditGAN: High-Precision Semantic Image EditingCode1
Precise Synthetic Image and LiDAR (PreSIL) Dataset for Autonomous Vehicle PerceptionCode1
Predicting Pedestrian Crossing Intention with Feature Fusion and Spatio-Temporal AttentionCode1
DatasetGAN: Efficient Labeled Data Factory with Minimal Human EffortCode1
DANNet: A One-Stage Domain Adaptation Network for Unsupervised Nighttime Semantic SegmentationCode1
Pre-trained Language Models for the Legal Domain: A Case Study on Indian LawCode1
Pri3D: Can 3D Priors Help 2D Representation Learning?Code1
PrimitiveNet: Primitive Instance Segmentation With Local Primitive Embedding Under Adversarial MetricCode1
Prior Guided Feature Enrichment Network for Few-Shot SegmentationCode1
Prior to Segment: Foreground Cues for Weakly Annotated Classes in Partially Supervised Instance SegmentationCode1
Probabilistic Attention for Interactive SegmentationCode1
Dataset Diffusion: Diffusion-based Synthetic Dataset Generation for Pixel-Level Semantic SegmentationCode1
Progressive Proxy Anchor Propagation for Unsupervised Semantic SegmentationCode1
ACTION++: Improving Semi-supervised Medical Image Segmentation with Adaptive Anatomical ContrastCode1
Progressive Feature Self-reinforcement for Weakly Supervised Semantic SegmentationCode1
A Large-Scale Benchmark for Food Image SegmentationCode1
UniDA3D: Unified Domain Adaptive 3D Semantic Segmentation PipelineCode1
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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
4InternImage-HValidation mIoU62.9Unverified
5M3I Pre-training (InternImage-H)Validation 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