SOTAVerified

Semantic Segmentation

Papers

Showing 21012150 of 14763 papers

TitleStatusHype
GazeSAM: What You See is What You SegmentCode1
G-CASCADE: Efficient Cascaded Graph Convolutional Decoding for 2D Medical Image SegmentationCode1
GDB: Gated convolutions-based Document BinarizationCode1
Instance Semantic Segmentation Benefits from Generative Adversarial NetworksCode1
Container: Context Aggregation NetworkCode1
GaPro: Box-Supervised 3D Point Cloud Instance Segmentation Using Gaussian Processes as Pseudo LabelersCode1
Container: Context Aggregation NetworksCode1
GANav: Efficient Terrain Segmentation for Robot Navigation in Unstructured Outdoor EnvironmentsCode1
Gauge Equivariant Convolutional Networks and the Icosahedral CNNCode1
Continuous Conditional Random Field Convolution for Point Cloud SegmentationCode1
Applying Surface Normal Information in Drivable Area and Road Anomaly Detection for Ground Mobile RobotsCode1
GAInS: Gradient Anomaly-aware Biomedical Instance SegmentationCode1
Content-aware Token Sharing for Efficient Semantic Segmentation with Vision TransformersCode1
Advanced Deep Networks for 3D Mitochondria Instance SegmentationCode1
Context-Based Visual-Language Place RecognitionCode1
GAMUS: A Geometry-aware Multi-modal Semantic Segmentation Benchmark for Remote Sensing DataCode1
Gaze-Assisted Medical Image SegmentationCode1
Gear-NeRF: Free-Viewpoint Rendering and Tracking with Motion-aware Spatio-Temporal SamplingCode1
Generalized Category Discovery in Semantic SegmentationCode1
Geometrically-driven Aggregation for Zero-shot 3D Point Cloud UnderstandingCode1
Applying Eigencontours to PolarMask-Based Instance SegmentationCode1
Funnel Activation for Visual RecognitionCode1
FuseNet: Self-Supervised Dual-Path Network for Medical Image SegmentationCode1
Conformer: Local Features Coupling Global Representations for Visual RecognitionCode1
Conflict-Based Cross-View Consistency for Semi-Supervised Semantic SegmentationCode1
Conservative-Progressive Collaborative Learning for Semi-supervised Semantic SegmentationCode1
FusionLane: Multi-Sensor Fusion for Lane Marking Semantic Segmentation Using Deep Neural NetworksCode1
Fully Sparse Fusion for 3D Object DetectionCode1
Confidence Regularized Self-TrainingCode1
Tent: Fully Test-time Adaptation by Entropy MinimizationCode1
Anytime Dense Prediction with Confidence AdaptivityCode1
Consistency-guided Meta-Learning for Bootstrapping Semi-Supervised Medical Image SegmentationCode1
FU-net: Multi-class Image Segmentation Using Feedback Weighted U-netCode1
FusionPainting: Multimodal Fusion with Adaptive Attention for 3D Object DetectionCode1
CAFuser: Condition-Aware Multimodal Fusion for Robust Semantic Perception of Driving ScenesCode1
Fully Convolutional Networks for Semantic SegmentationCode1
Conditional Object-Centric Learning from VideoCode1
Condition-Invariant Semantic SegmentationCode1
Fully Automated Scan-to-BIM Via Point Cloud Instance SegmentationCode1
Fully Convolutional Open Set SegmentationCode1
Conditional Diffusion Models for Weakly Supervised Medical Image SegmentationCode1
Conditional diffusion model with spatial attention and latent embedding for medical image segmentationCode1
CondNet: Conditional Classifier for Scene SegmentationCode1
Conditional Boundary Loss for Semantic SegmentationCode1
AMAES: Augmented Masked Autoencoder Pretraining on Public Brain MRI Data for 3D-Native SegmentationCode1
Conditional Convolutions for Instance SegmentationCode1
Semi-supervised semantic segmentation needs strong, varied perturbationsCode1
End-to-end Autonomous Driving with Semantic Depth Cloud Mapping and Multi-agentCode1
Fusion-then-Distillation: Toward Cross-modal Positive Distillation for Domain Adaptive 3D Semantic SegmentationCode1
APNet: Urban-level Scene Segmentation of Aerial Images and Point CloudsCode1
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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