SOTAVerified

Semantic Segmentation

Papers

Showing 55765600 of 14763 papers

TitleStatusHype
Pallet Detection from Synthetic Data Using Game Engines0
UniSeg: A Prompt-driven Universal Segmentation Model as well as A Strong Representation LearnerCode1
Weakly supervised segmentation with point annotations for histopathology images via contrast-based variational modelCode0
A Cross-Scale Hierarchical Transformer with Correspondence-Augmented Attention for inferring Bird's-Eye-View Semantic Segmentation0
Localized Region Contrast for Enhancing Self-Supervised Learning in Medical Image Segmentation0
Implicit Anatomical Rendering for Medical Image Segmentation with Stochastic ExpertsCode1
Learning Neural Eigenfunctions for Unsupervised Semantic Segmentation0
Exploiting the Complementarity of 2D and 3D Networks to Address Domain-Shift in 3D Semantic SegmentationCode1
InterFormer: Real-time Interactive Image SegmentationCode1
DoUnseen: Tuning-Free Class-Adaptive Object Detection of Unseen Objects for Robotic GraspingCode1
SegGPT: Segmenting Everything In ContextCode4
PointCAT: Cross-Attention Transformer for point cloudCode1
SALUDA: Surface-based Automotive Lidar Unsupervised Domain AdaptationCode1
Patch-aware Batch Normalization for Improving Cross-domain Robustness0
RFAConv: Innovating Spatial Attention and Standard Convolutional OperationCode1
Semantic Validation in Structure from MotionCode0
NUMSnet: Nested-U Multi-class Segmentation network for 3D Medical Image Stacks0
Segment AnythingCode5
FMG-Net and W-Net: Multigrid Inspired Deep Learning Architectures For Medical Imaging SegmentationCode0
High-fidelity Pseudo-labels for Boosting Weakly-Supervised SegmentationCode0
DiGA: Distil to Generalize and then Adapt for Domain Adaptive Semantic SegmentationCode1
A Certified Radius-Guided Attack Framework to Image Segmentation ModelsCode0
DPPD: Deformable Polar Polygon Object Detection0
Few-shot Semantic Image Synthesis with Class Affinity Transfer0
Domain Generalization with Adversarial Intensity Attack for Medical Image 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
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