SOTAVerified

Semantic Segmentation

Papers

Showing 15511575 of 14763 papers

TitleStatusHype
NucleiMix: Realistic Data Augmentation for Nuclei Instance Segmentation0
EPContrast: Effective Point-level Contrastive Learning for Large-scale Point Cloud Understanding0
Towards Real Zero-Shot Camouflaged Object Segmentation without Camouflaged AnnotationsCode0
LIMIS: Towards Language-based Interactive Medical Image Segmentation0
TIPS: Text-Image Pretraining with Spatial AwarenessCode2
GenGMM: Generalized Gaussian-Mixture-based Domain Adaptation Model for Semantic SegmentationCode0
PlaneSAM: Multimodal Plane Instance Segmentation Using the Segment Anything Model0
LiOn-XA: Unsupervised Domain Adaptation via LiDAR-Only Cross-Modal Adversarial TrainingCode0
Label Filling via Mixed Supervision for Medical Image Segmentation from Noisy Annotations0
FusionLungNet: Multi-scale Fusion Convolution with Refinement Network for Lung CT Image SegmentationCode0
Leveraging CORAL-Correlation Consistency Network for Semi-Supervised Left Atrium MRI SegmentationCode0
Integrated Image-Text Based on Semi-supervised Learning for Small Sample Instance Segmentation0
Deep Learning and Machine Learning -- Object Detection and Semantic Segmentation: From Theory to Applications0
SAM2Long: Enhancing SAM 2 for Long Video Segmentation with a Training-Free Memory TreeCode4
TALoS: Enhancing Semantic Scene Completion via Test-time Adaptation on the Line of SightCode1
Taming Mambas for Voxel Level 3D Medical Image Segmentation0
Multi-Layer Feature Fusion with Cross-Channel Attention-Based U-Net for Kidney Tumor Segmentation0
MDFI-Net: Multiscale Differential Feature Interaction Network for Accurate Retinal Vessel Segmentation0
GRS: Generating Robotic Simulation Tasks from Real-World Images0
Improving 3D Medical Image Segmentation at Boundary Regions using Local Self-attention and Global Volume MixingCode0
BYOCL: Build Your Own Consistent Latent with Hierarchical Representative Latent ClusteringCode0
EViT-Unet: U-Net Like Efficient Vision Transformer for Medical Image Segmentation on Mobile and Edge DevicesCode1
Flame quality monitoring of flare stack based on deep visual features0
Automated Road Extraction from Satellite Imagery Integrating Dense Depthwise Dilated Separable Spatial Pyramid Pooling with DeepLabV3+0
On the Influence of Shape, Texture and Color for Learning Semantic Segmentation0
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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
4InternImage-HValidation mIoU62.9Unverified
5M3I Pre-training (InternImage-H)Validation 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