SOTAVerified

Semantic Segmentation

Papers

Showing 44414450 of 14763 papers

TitleStatusHype
Negligible effect of brain MRI data preprocessing for tumor segmentationCode0
Deep Watershed Transform for Instance SegmentationCode0
Deep Visual City Recognition VisualizationCode0
MV-MOS: Multi-View Feature Fusion for 3D Moving Object SegmentationCode0
Adaptation of Distinct Semantics for Uncertain Areas in Polyp SegmentationCode0
Deep Value Networks Learn to Evaluate and Iteratively Refine Structured OutputsCode0
DeepUNet: A Deep Fully Convolutional Network for Pixel-level Sea-Land SegmentationCode0
A multi-contrast MRI approach to thalamus segmentationCode0
Mushroom Segmentation and 3D Pose Estimation from Point Clouds using Fully Convolutional Geometric Features and Implicit Pose EncodingCode0
Mutual Query Network for Multi-Modal Product Image SegmentationCode0
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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