SOTAVerified

Semantic Segmentation

Papers

Showing 35263550 of 14763 papers

TitleStatusHype
Geography-Aware Self-Supervised LearningCode1
Foreground-Aware Relation Network for Geospatial Object Segmentation in High Spatial Resolution Remote Sensing ImageryCode1
DCT-Mask: Discrete Cosine Transform Mask Representation for Instance SegmentationCode1
Propagate Yourself: Exploring Pixel-Level Consistency for Unsupervised Visual Representation LearningCode1
Attention-Based Transformers for Instance Segmentation of Cells in MicrostructuresCode1
Dense Contrastive Learning for Self-Supervised Visual Pre-TrainingCode1
Contrastive Registration for Unsupervised Medical Image SegmentationCode1
Unsupervised BatchNorm Adaptation (UBNA): A Domain Adaptation Method for Semantic Segmentation Without Using Source Domain RepresentationsCode1
RELLIS-3D Dataset: Data, Benchmarks and AnalysisCode1
Real-Time Polyp Detection, Localization and Segmentation in Colonoscopy Using Deep LearningCode1
GndNet: Fast Ground Plane Estimation and Point Cloud Segmentation for Autonomous VehiclesCode1
Efficient RGB-D Semantic Segmentation for Indoor Scene AnalysisCode1
Deep Multimodal Fusion by Channel ExchangingCode1
MP-ResNet: Multi-path Residual Network for the Semantic segmentation of High-Resolution PolSAR ImagesCode1
TTVOS: Lightweight Video Object Segmentation with Adaptive Template Attention Module and Temporal Consistency LossCode1
Find it if You Can: End-to-End Adversarial Erasing for Weakly-Supervised Semantic SegmentationCode1
Towards Efficient Scene Understanding via Squeeze ReasoningCode1
"What's This?" -- Learning to Segment Unknown Objects from Manipulation SequencesCode1
Lightweight Model For The Prediction of COVID-19 Through The Detection And Segmentation of Lesions in Chest CT ScansCode1
Crack Detection as a Weakly-Supervised Problem: Towards Achieving Less Annotation-Intensive Crack DetectorsCode1
Domain Adaptive Knowledge Distillation for Driving Scene Semantic SegmentationCode1
Point TransformerCode1
Learning Euler's Elastica Model for Medical Image SegmentationCode1
Pixel-Level Cycle Association: A New Perspective for Domain Adaptive Semantic SegmentationCode1
Bridging Composite and Real: Towards End-to-end Deep Image MattingCode1
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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