SOTAVerified

Semantic Segmentation

Papers

Showing 21012125 of 14763 papers

TitleStatusHype
Video Object Segmentation-aware Video Frame InterpolationCode1
Dynamically Instance-Guided Adaptation: A Backward-Free Approach for Test-Time Domain Adaptive Semantic SegmentationCode1
WaterMask: Instance Segmentation for Underwater ImageryCode1
Multispectral Video Semantic Segmentation: A Benchmark Dataset and BaselineCode1
Label-Guided Knowledge Distillation for Continual Semantic Segmentation on 2D Images and 3D Point CloudsCode1
VectorFloorSeg: Two-Stream Graph Attention Network for Vectorized Roughcast Floorplan SegmentationCode1
A Simple Framework for Text-Supervised Semantic SegmentationCode1
Change-Aware Sampling and Contrastive Learning for Satellite ImagesCode1
Geometry and Uncertainty-Aware 3D Point Cloud Class-Incremental Semantic SegmentationCode1
Class-incremental Continual Learning for Instance Segmentation with Image-level Weak SupervisionCode1
CDAC: Cross-domain Attention Consistency in Transformer for Domain Adaptive Semantic SegmentationCode1
Efficient On-device Training via Gradient FilteringCode1
FPR: False Positive Rectification for Weakly Supervised Semantic SegmentationCode1
Hunting Sparsity: Density-Guided Contrastive Learning for Semi-Supervised Semantic SegmentationCode1
Disentangle then Parse: Night-time Semantic Segmentation with Illumination DisentanglementCode1
LaPE: Layer-adaptive Position Embedding for Vision Transformers with Independent Layer NormalizationCode1
PartDistillation: Learning Parts From Instance SegmentationCode1
PointDC: Unsupervised Semantic Segmentation of 3D Point Clouds via Cross-Modal Distillation and Super-Voxel ClusteringCode1
Context-Aware Relative Object Queries To Unify Video Instance and Panoptic SegmentationCode1
Interactive Segmentation As Gaussion Process ClassificationCode1
CauSSL: Causality-inspired Semi-supervised Learning for Medical Image SegmentationCode1
Towards Reliable Medical Image Segmentation by utilizing Evidential Calibrated UncertaintyCode1
Weakly-Supervised Domain Adaptive Semantic Segmentation With Prototypical Contrastive LearningCode1
Weakly Supervised Semantic Segmentation via Adversarial Learning of Classifier and ReconstructorCode1
Boundary-Enhanced Co-Training for Weakly Supervised Semantic SegmentationCode1
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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