SOTAVerified

Semantic Segmentation

Papers

Showing 97269750 of 14763 papers

TitleStatusHype
Topology-Preserving 3D Image Segmentation Based On Hyperelastic Regularization0
Using depth information and colour space variations for improving outdoor robustness for instance segmentation of cabbage0
Evaluation of Multimodal Semantic Segmentation using RGB-D Data0
Camouflaged Instance Segmentation In-The-Wild: Dataset, Method, and Benchmark Suite0
Classification of Hematoma: Joint Learning of Semantic Segmentation and Classification0
FANet: A Feedback Attention Network for Improved Biomedical Image SegmentationCode1
Locate then Segment: A Strong Pipeline for Referring Image Segmentation0
Exploiting Invariance in Training Deep Neural NetworksCode0
Is segmentation uncertainty useful?Code1
Geometric Unsupervised Domain Adaptation for Semantic Segmentation0
Self-Guided and Cross-Guided Learning for Few-Shot SegmentationCode1
PiCIE: Unsupervised Semantic Segmentation using Invariance and Equivariance in ClusteringCode1
Multi-View Radar Semantic SegmentationCode1
Source-Free Domain Adaptation for Semantic Segmentation0
Physics-based Differentiable Depth Sensor Simulation0
SIMstack: A Generative Shape and Instance Model for Unordered Object Stacks0
Distribution Alignment: A Unified Framework for Long-tail Visual RecognitionCode1
Assessing YOLACT++ for real time and robust instance segmentation of medical instruments in endoscopic procedures0
Assessing the Role of Random Forests in Medical Image Segmentation0
Boundary IoU: Improving Object-Centric Image Segmentation EvaluationCode1
CateNorm: Categorical Normalization for Robust Medical Image SegmentationCode1
DiNTS: Differentiable Neural Network Topology Search for 3D Medical Image SegmentationCode0
Photoacoustic image synthesis with generative adversarial networks0
Adaptive Boosting for Domain Adaptation: Towards Robust Predictions in Scene SegmentationCode1
Category-Adaptive Domain Adaptation for Semantic Segmentation0
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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