SOTAVerified

Semantic Segmentation

Papers

Showing 63766400 of 14763 papers

TitleStatusHype
An Empirical Study on Multi-Domain Robust Semantic Segmentation0
Self-training via Metric Learning for Source-Free Domain Adaptation of Semantic Segmentation0
UNETR++: Delving into Efficient and Accurate 3D Medical Image SegmentationCode2
X-Paste: Revisiting Scalable Copy-Paste for Instance Segmentation using CLIP and StableDiffusionCode1
MEDIAR: Harmony of Data-Centric and Model-Centric for Multi-Modality MicroscopyCode1
Unsupervised Domain Adaptation for Semantic Segmentation using One-shot Image-to-Image Translation via Latent Representation MixingCode0
ZegCLIP: Towards Adapting CLIP for Zero-shot Semantic SegmentationCode2
AsyInst: Asymmetric Affinity with DepthGrad and Color for Box-Supervised Instance Segmentation0
Gaussian Radar Transformer for Semantic Segmentation in Noisy Radar Data0
Few-shot Medical Image Segmentation with Cycle-resemblance Attention0
Domain generalization of 3D semantic segmentation in autonomous drivingCode1
LWSIS: LiDAR-guided Weakly Supervised Instance Segmentation for Autonomous DrivingCode1
A segmentation method of airway from chest CT image based on Vgg-Unet neural networkCode0
Domain Translation via Latent Space Mapping0
Framework-agnostic Semantically-aware Global Reasoning for Segmentation0
Video Object of Interest Segmentation0
Supervised Image Segmentation for High Dynamic Range Imaging0
PØDA: Prompt-driven Zero-shot Domain AdaptationCode1
Union-set Multi-source Model Adaptation for Semantic SegmentationCode1
Quantification of geogrid lateral restraint using transparent sand and deep learning-based image segmentation0
A Hyperspectral and RGB Dataset for Building Facade Segmentation0
Evidential Deep Learning for Class-Incremental Semantic Segmentation0
Iterative Next Boundary Detection for Instance Segmentation of Tree Rings in Microscopy Images of Shrub Cross SectionsCode1
IncepFormer: Efficient Inception Transformer with Pyramid Pooling for Semantic SegmentationCode1
Vision Transformer Computation and Resilience for Dynamic Inference0
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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