SOTAVerified

Semantic Segmentation

Papers

Showing 73017325 of 14763 papers

TitleStatusHype
Domain Adaptive Nuclei Instance Segmentation and Classification via Category-aware Feature Alignment and Pseudo-labelling0
S^5Mars: Semi-Supervised Learning for Mars Semantic Segmentation0
Open-world Semantic Segmentation for LIDAR Point CloudsCode1
Positive-Negative Equal Contrastive Loss for Semantic Segmentation0
Real Time Egocentric Segmentation for Video-self Avatar in Mixed Reality0
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 model0
Online Reflective Learning for Robust Medical Image Segmentation0
Rethinking Query-Key Pairwise Interactions in Vision Transformers0
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 sizes0
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 Calibration0
InsMix: Towards Realistic Generative Data Augmentation for Nuclei Instance SegmentationCode0
BoxGraph: Semantic Place Recognition and Pose Estimation from 3D LiDAR0
Implicit U-Net for volumetric medical image segmentation0
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
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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