SOTAVerified

Semantic Segmentation

Papers

Showing 73267350 of 14763 papers

TitleStatusHype
The Lighter The Better: Rethinking Transformers in Medical Image Segmentation Through Adaptive PruningCode1
vMFNet: Compositionality Meets Domain-generalised SegmentationCode1
Single-domain Generalization in Medical Image Segmentation via Test-time Adaptation from Shape Dictionary0
LViT: Language meets Vision Transformer in Medical Image SegmentationCode2
BATFormer: Towards Boundary-Aware Lightweight Transformer for Efficient Medical Image SegmentationCode1
Adversarial Consistency for Single Domain Generalization in Medical Image Segmentation0
Towards Global-Scale Crowd+AI Techniques to Map and Assess Sidewalks for People with Disabilities0
FF-UNet: a U-Shaped Deep Convolutional Neural Network for Multimodal Biomedical Image SegmentationCode0
Omni-Seg: A Scale-aware Dynamic Network for Renal Pathological Image SegmentationCode1
Multi-scale Network with Attentional Multi-resolution Fusion for Point Cloud Semantic Segmentation0
SARNet: Semantic Augmented Registration of Large-Scale Urban Point CloudsCode1
PST: Plant segmentation transformer for 3D point clouds of rapeseed plants at the podding stage0
Explicitly incorporating spatial information to recurrent networks for agricultureCode1
Learn Fast, Segment Well: Fast Object Segmentation Learning on the iCub RobotCode1
LaRa: Latents and Rays for Multi-Camera Bird's-Eye-View Semantic SegmentationCode1
Nonwatertight Mesh Reconstruction0
CV 3315 Is All You Need : Semantic Segmentation CompetitionCode1
Placental Vessel Segmentation and Registration in Fetoscopy: Literature Review and MICCAI FetReg2021 Challenge FindingsCode0
MaskRange: A Mask-classification Model for Range-view based LiDAR Segmentation0
The Second Place Solution for The 4th Large-scale Video Object Segmentation Challenge--Track 3: Referring Video Object Segmentation0
LidarMultiNet: Unifying LiDAR Semantic Segmentation, 3D Object Detection, and Panoptic Segmentation in a Single Multi-task Network0
Evidence fusion with contextual discounting for multi-modality medical image segmentationCode1
Efficient fine-grained road segmentation using superpixel-based CNN and CRF models0
Parallel Pre-trained Transformers (PPT) for Synthetic Data-based Instance Segmentation0
SSMI: How to Make Objects of Interest Disappear without Accessing Object Detectors?0
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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