SOTAVerified

Semantic Segmentation

Papers

Showing 501510 of 14763 papers

TitleStatusHype
Semantic segmentation of forest stands using deep learning0
Global Rice Multi-Class Segmentation Dataset (RiceSEG): A Comprehensive and Diverse High-Resolution RGB-Annotated Images for the Development and Benchmarking of Rice Segmentation Algorithms0
Test-time Adaptation for Foundation Medical Segmentation Model without Parametric Updates0
Semi-Supervised Biomedical Image Segmentation via Diffusion Models and Teacher-Student Co-TrainingCode0
STPNet: Scale-aware Text Prompt Network for Medical Image SegmentationCode1
Benchmarking the Spatial Robustness of DNNs via Natural and Adversarial Localized Corruptions0
Scene-Centric Unsupervised Panoptic SegmentationCode2
v-CLR: View-Consistent Learning for Open-World Instance SegmentationCode1
Multimodal Point Cloud Semantic Segmentation With Virtual Point Enhancement0
ProtoGuard-guided PROPEL: Class-Aware Prototype Enhancement and Progressive Labeling for Incremental 3D Point Cloud 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
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