SOTAVerified

Semantic Segmentation

Papers

Showing 45764600 of 14763 papers

TitleStatusHype
Panoptic-Depth Color Map for Combination of Depth and Image Segmentation0
Rethinking Data Perturbation and Model Stabilization for Semi-supervised Medical Image SegmentationCode1
SPPNet: A Single-Point Prompt Network for Nuclei Image SegmentationCode1
Understanding Dark Scenes by Contrasting Multi-Modal ObservationsCode1
SUMMIT: Source-Free Adaptation of Uni-Modal Models to Multi-Modal TargetsCode1
Tumor-Centered Patching for Enhanced Medical Image Segmentation0
Advancements in Point Cloud Data Augmentation for Deep Learning: A Survey0
A Spatiotemporal Correspondence Approach to Unsupervised LiDAR Segmentation with Traffic Applications0
ACLS: Adaptive and Conditional Label Smoothing for Network Calibration0
Diffusion-based Image Translation with Label Guidance for Domain Adaptive Semantic Segmentation0
Diffuse, Attend, and Segment: Unsupervised Zero-Shot Segmentation using Stable DiffusionCode2
Segment Anything for Microscopy0
Time Does Tell: Self-Supervised Time-Tuning of Dense Image RepresentationsCode1
Masked Momentum Contrastive Learning for Zero-shot Semantic Understanding0
Semantic RGB-D Image Synthesis0
LOCATE: Self-supervised Object Discovery via Flow-guided Graph-cut and Bootstrapped Self-trainingCode0
BHSD: A 3D Multi-Class Brain Hemorrhage Segmentation DatasetCode1
Food Image Classification and Segmentation with Attention-based Multiple Instance Learning0
DiffCloth: Diffusion Based Garment Synthesis and Manipulation via Structural Cross-modal Semantic Alignment0
Affordance segmentation of hand-occluded containers from exocentric imagesCode0
Dynamic Open Vocabulary Enhanced Safe-landing with Intelligence (DOVESEI)Code0
Hierarchical Point-based Active Learning for Semi-supervised Point Cloud Semantic SegmentationCode1
A three in one bottom-up framework for simultaneous semantic segmentation, instance segmentation and classification of multi-organ nuclei in digital cancer histology0
Diffusion Model as Representation LearnerCode1
Beyond Discriminative Regions: Saliency Maps as Alternatives to CAMs for Weakly Supervised 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
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