SOTAVerified

Semantic Segmentation

Papers

Showing 51765200 of 14763 papers

TitleStatusHype
A Simple Single-Scale Vision Transformer for Object Localization and Instance SegmentationCode0
Medical Image Segmentation via Single-Source Domain Generalization with Random Amplitude Spectrum SynthesisCode0
AdvMIM: Adversarial Masked Image Modeling for Semi-Supervised Medical Image SegmentationCode0
Medical Image Segmentation Using Deep Learning: A SurveyCode0
Medical Image Segmentation Using Directional Window AttentionCode0
MedCL: Learning Consistent Anatomy Distribution for Scribble-supervised Medical Image SegmentationCode0
Advisable Learning for Self-Driving Vehicles by Internalizing Observation-to-Action RulesCode0
MedAI: Transparency in Medical Image SegmentationCode0
MDN: Mamba-Driven Dualstream Network For Medical Hyperspectral Image SegmentationCode0
Mci-net: multi-scale context integrated network for liver ct image segmentationCode0
MCU-Net: A framework towards uncertainty representations for decision support system patient referrals in healthcare contextsCode0
MECPformer: Multi-estimations Complementary Patch with CNN-Transformers for Weakly Supervised Semantic SegmentationCode0
Competing for pixels: a self-play algorithm for weakly-supervised segmentationCode0
Adversarial Style Augmentation for Domain Generalized Urban-Scene SegmentationCode0
Compensation Learning in Semantic SegmentationCode0
MCDAL: Maximum Classifier Discrepancy for Active LearningCode0
MCDS-VSS: Moving Camera Dynamic Scene Video Semantic Segmentation by Filtering with Self-Supervised Geometry and MotionCode0
ME-CPT: Multi-Task Enhanced Cross-Temporal Point Transformer for Urban 3D Change DetectionCode0
Comparison of Model-Free and Model-Based Learning-Informed Planning for PointGoal NavigationCode0
Adversarial Structure Matching for Structured Prediction TasksCode0
MAVNet: an Effective Semantic Segmentation Micro-Network for MAV-based TasksCode0
Matterport3D: Learning from RGB-D Data in Indoor EnvironmentsCode0
Maturity-Aware Active Learning for Semantic Segmentation with Hierarchically-Adaptive Sample AssessmentCode0
Adversarial Semantic Hallucination for Domain Generalized Semantic SegmentationCode0
MASSeg : 2nd Technical Report for 4th PVUW MOSE TrackCode0
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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