SOTAVerified

Semantic Segmentation

Papers

Showing 40814090 of 14763 papers

TitleStatusHype
NuInsSeg: A Fully Annotated Dataset for Nuclei Instance Segmentation in H&E-Stained Histological ImagesCode1
Boundary Guided Context Aggregation for Semantic SegmentationCode1
DMT-JEPA: Discriminative Masked Targets for Joint-Embedding Predictive ArchitectureCode1
NuSegDG: Integration of Heterogeneous Space and Gaussian Kernel for Domain-Generalized Nuclei SegmentationCode1
OAFuser: Towards Omni-Aperture Fusion for Light Field Semantic SegmentationCode1
OAM-TCD: A globally diverse dataset of high-resolution tree cover mapsCode1
DocSegTr: An Instance-Level End-to-End Document Image Segmentation TransformerCode1
OCTET: Object-aware Counterfactual ExplanationsCode1
Boundary-Aware Network for Abdominal Multi-Organ SegmentationCode1
OccFeat: Self-supervised Occupancy Feature Prediction for Pretraining BEV Segmentation NetworksCode1
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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