SOTAVerified

Semantic Segmentation

Papers

Showing 241250 of 14763 papers

TitleStatusHype
Zero-Shot Gaze-based Volumetric Medical Image Segmentation0
seg_3D_by_PC2D: Multi-View Projection for Domain Generalization and Adaptation in 3D Semantic SegmentationCode0
UWSAM: Segment Anything Model Guided Underwater Instance Segmentation and A Large-scale Benchmark DatasetCode1
From Pixels to Images: Deep Learning Advances in Remote Sensing Image Semantic Segmentation0
VP Lab: a PEFT-Enabled Visual Prompting Laboratory for Semantic Segmentation0
Scan, Materialize, Simulate: A Generalizable Framework for Physically Grounded Robot Planning0
TransMedSeg: A Transferable Semantic Framework for Semi-Supervised Medical Image Segmentation0
LOD1 3D City Model from LiDAR: The Impact of Segmentation Accuracy on Quality of Urban 3D Modeling and Morphology ExtractionCode0
Scaling Vision Mamba Across Resolutions via Fractal Traversal0
ReservoirTTA: Prolonged Test-time Adaptation for Evolving and Recurring Domains0
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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