SOTAVerified

Semantic Segmentation

Papers

Showing 1012610150 of 14763 papers

TitleStatusHype
BAPA-Net: Boundary Adaptation and Prototype Alignment for Cross-Domain Semantic SegmentationCode1
Graph-BAS3Net: Boundary-Aware Semi-Supervised Segmentation Network With Bilateral Graph Convolution0
Video Object Segmentation With Dynamic Memory Networks and Adaptive Object AlignmentCode0
Region-Aware Contrastive Learning for Semantic SegmentationCode1
X-World: Accessibility, Vision, and Autonomy Meet0
Prototypical Matching and Open Set Rejection for Zero-Shot Semantic Segmentation0
TempNet: Online Semantic Segmentation on Large-Scale Point Cloud Series0
Road Anomaly Detection by Partial Image Reconstruction With Segmentation CouplingCode1
Unsupervised Segmentation Incorporating Shape Prior via Generative Adversarial Networks0
Visual Transformers: Where Do Transformers Really Belong in Vision Models?0
PT-CapsNet: A Novel Prediction-Tuning Capsule Network Suitable for Deeper ArchitecturesCode0
RangeDet: In Defense of Range View for LiDAR-Based 3D Object DetectionCode1
Scribble-Supervised Semantic Segmentation Inference0
RFNet: Region-Aware Fusion Network for Incomplete Multi-Modal Brain Tumor SegmentationCode1
Semantic Aware Data Augmentation for Cell Nuclei Microscopical Images With Artificial Neural Networks0
Robust 2D/3D Vehicle Parsing in Arbitrary Camera Views for CVISCode0
Student Customized Knowledge Distillation: Bridging the Gap Between Student and Teacher0
PrimitiveNet: Primitive Instance Segmentation With Local Primitive Embedding Under Adversarial MetricCode1
Superpoint Network for Point Cloud OversegmentationCode1
Weakly Supervised 3D Semantic Segmentation Using Cross-Image Consensus and Inter-Voxel Affinity Relations0
Self-Mutating Network for Domain Adaptive Segmentation in Aerial Images0
Poly-NL: Linear Complexity Non-Local Layers With 3rd Order Polynomials0
Uncertainty-Aware Pseudo Label Refinery for Domain Adaptive Semantic Segmentation0
Weakly Supervised Segmentation of Small Buildings With Point Labels0
TMCOSS: Thresholded Multi-Criteria Online Subset Selection for Data-Efficient Autonomous Driving0
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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