SOTAVerified

Semantic Segmentation

Papers

Showing 60516075 of 14763 papers

TitleStatusHype
Empty Cities: Image Inpainting for a Dynamic-Object-Invariant SpaceCode0
HCDG: A Hierarchical Consistency Framework for Domain Generalization on Medical Image SegmentationCode0
A novel Region of Interest Extraction Layer for Instance SegmentationCode0
Revisiting Click-based Interactive Video Object SegmentationCode0
A novel open-source ultrasound dataset with deep learning benchmarks for spinal cord injury localization and anatomical segmentationCode0
Learning from the Web: Language Drives Weakly-Supervised Incremental Learning for Semantic SegmentationCode0
Learning from Pattern Completion: Self-supervised Controllable GenerationCode0
H-DenseUNet: Hybrid Densely Connected UNet for Liver and Tumor Segmentation from CT VolumesCode0
Empirical Study of Multi-Task Hourglass Model for Semantic Segmentation TaskCode0
Learning from Scale-Invariant Examples for Domain Adaptation in Semantic SegmentationCode0
Learning from Spatio-temporal Correlation for Semi-Supervised LiDAR Semantic SegmentationCode0
A Comprehensive Analysis of Weakly-Supervised Semantic Segmentation in Different Image DomainsCode0
Learning Free-Form Deformations for 3D Object ReconstructionCode0
Emergence of Object Segmentation in Perturbed Generative ModelsCode0
Learning Deep Representations Using Convolutional Auto-encoders with Symmetric Skip ConnectionsCode0
A Novel Incremental Learning Driven Instance Segmentation Framework to Recognize Highly Cluttered Instances of the Contraband ItemsCode0
Learning deep structured active contours end-to-endCode0
Learning Cross-Modal Affinity for Referring Video Object Segmentation Targeting Limited SamplesCode0
Learning Correspondence from the Cycle-Consistency of TimeCode0
Learning Deconvolution Network for Semantic SegmentationCode0
Learning Dilation Factors for Semantic Segmentation of Street ScenesCode0
Learning from imperfect training data using a robust loss function: application to brain image segmentationCode0
Learning Across Tasks and DomainsCode0
HeMIS: Hetero-Modal Image SegmentationCode0
Learning a Discriminative Feature Network for Semantic SegmentationCode0
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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