SOTAVerified

Semantic Segmentation

Papers

Showing 14711480 of 14763 papers

TitleStatusHype
BSUV-Net: A Fully-Convolutional Neural Network for Background Subtraction of Unseen VideosCode1
A Tri-Layer Plugin to Improve Occluded DetectionCode1
3DLabelProp: Geometric-Driven Domain Generalization for LiDAR Semantic Segmentation in Autonomous DrivingCode1
DeBiFormer: Vision Transformer with Deformable Agent Bi-level Routing AttentionCode1
A comparative study of 2D image segmentation algorithms for traumatic brain lesions using CT data from the ProTECTIII multicenter clinical trialCode1
DropLoss for Long-Tail Instance SegmentationCode1
DroTrack: High-speed Drone-based Object Tracking Under UncertaintyCode1
DRU-net: An Efficient Deep Convolutional Neural Network for Medical Image SegmentationCode1
DCSAU-Net: A Deeper and More Compact Split-Attention U-Net for Medical Image SegmentationCode1
DC-SAM: In-Context Segment Anything in Images and Videos via Dual ConsistencyCode1
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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