SOTAVerified

Semantic Segmentation

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 7301–7350 of 14763 papers

TitleStatusHype
Domain Adaptive Nuclei Instance Segmentation and Classification via Category-aware Feature Alignment and Pseudo-labelling—0
S^5Mars: Semi-Supervised Learning for Mars Semantic Segmentation—0
Open-world Semantic Segmentation for LIDAR Point CloudsCode1
Positive-Negative Equal Contrastive Loss for Semantic Segmentation—0
Real Time Egocentric Segmentation for Video-self Avatar in Mixed Reality—0
Towards Robust Referring Video Object Segmentation with Cyclic Relational ConsensusCode1
WaferSegClassNet -- A Light-weight Network for Classification and Segmentation of Semiconductor Wafer DefectsCode1
Towards Robust Video Object Segmentation with Adaptive Object CalibrationCode1
Less Is More: A Comparison of Active Learning Strategies for 3D Medical Image SegmentationCode1
Segmentation of waterbodies in remote sensing images using deep stacked ensemble model—0
Online Reflective Learning for Robust Medical Image Segmentation—0
Rethinking Query-Key Pairwise Interactions in Vision Transformers—0
Usable Region Estimate for Assessing Practical Usability of Medical Image Segmentation ModelsCode0
Dissecting Self-Supervised Learning Methods for Surgical Computer VisionCode1
Learning to segment from object sizes—0
PIAFusion: A progressive infrared and visible image fusion network based on illumination awareCode1
Rethinking Unsupervised Domain Adaptation for Semantic SegmentationCode2
LaserMix for Semi-Supervised LiDAR Semantic SegmentationCode2
UniDAformer: Unified Domain Adaptive Panoptic Segmentation Transformer via Hierarchical Mask Calibration—0
InsMix: Towards Realistic Generative Data Augmentation for Nuclei Instance SegmentationCode0
BoxGraph: Semantic Place Recognition and Pose Estimation from 3D LiDAR—0
Implicit U-Net for volumetric medical image segmentation—0
HRFuser: A Multi-resolution Sensor Fusion Architecture for 2D Object DetectionCode1
PolarFormer: Multi-camera 3D Object Detection with Polar TransformerCode1
Placenta Segmentation in Ultrasound Imaging: Addressing Sources of Uncertainty and Limited Field-of-ViewCode0
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 Dictionary—0
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 Segmentation—0
Towards Global-Scale Crowd+AI Techniques to Map and Assess Sidewalks for People with Disabilities—0
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 Segmentation—0
SARNet: Semantic Augmented Registration of Large-Scale Urban Point CloudsCode1
PST: Plant segmentation transformer for 3D point clouds of rapeseed plants at the podding stage—0
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 Reconstruction—0
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 Segmentation—0
The Second Place Solution for The 4th Large-scale Video Object Segmentation Challenge--Track 3: Referring Video Object Segmentation—0
LidarMultiNet: Unifying LiDAR Semantic Segmentation, 3D Object Detection, and Panoptic Segmentation in a Single Multi-task Network—0
Evidence fusion with contextual discounting for multi-modality medical image segmentationCode1
Efficient fine-grained road segmentation using superpixel-based CNN and CRF models—0
Parallel Pre-trained Transformers (PPT) for Synthetic Data-based Instance Segmentation—0
SSMI: How to Make Objects of Interest Disappear without Accessing Object Detectors?—0
Show:102550
← PrevPage 147 of 296Next →
All datasetsADE20KNYU-Depth V2Cityscapes testCityscapes valADE20K valPASCAL ContextS3DIS Area5PASCAL VOC 2012 testS3DISScanNetSUN-RGBDDensePASS

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1InternImage-H (M3I Pre-training)Params (M)1,310—Unverified
2ViT-P (InternImage-H)Validation mIoU63.6—Unverified
3ONE-PEACEValidation mIoU63—Unverified
4InternImage-HValidation mIoU62.9—Unverified
5M3I Pre-training (InternImage-H)Validation mIoU62.9—Unverified
6BEiT-3Validation mIoU62.8—Unverified
7EVAValidation mIoU62.3—Unverified
8ViT-P (OneFormer, InternImage-H)Validation mIoU61.6—Unverified
9ViT-Adapter-L (Mask2Former, BEiTv2 pretrain)Validation mIoU61.5—Unverified
10FD-SwinV2-GValidation mIoU61.4—Unverified