SOTAVerified

Semantic Segmentation

Papers

Showing 38513875 of 14763 papers

TitleStatusHype
Quantification of cardiac capillarization in single-immunostained myocardial slices using weakly supervised instance segmentation0
A Lightweight Clustering Framework for Unsupervised Semantic Segmentation0
MRFP: Learning Generalizable Semantic Segmentation from Sim-2-Real with Multi-Resolution Feature PerturbationCode0
Exploiting Diffusion Prior for Generalizable Dense PredictionCode1
InstructSeq: Unifying Vision Tasks with Instruction-conditioned Multi-modal Sequence GenerationCode0
Union-over-Intersections: Object Detection beyond Winner-Takes-AllCode0
A Survey on Deep Learning for Polyp Segmentation: Techniques, Challenges and Future TrendsCode0
FoundPose: Unseen Object Pose Estimation with Foundation Features0
VREM-FL: Mobility-Aware Computation-Scheduling Co-Design for Vehicular Federated LearningCode0
VIDiff: Translating Videos via Multi-Modal Instructions with Diffusion Models0
Learning Part Segmentation from Synthetic Animals0
SimulFlow: Simultaneously Extracting Feature and Identifying Target for Unsupervised Video Object Segmentation0
Synchronizing Vision and Language: Bidirectional Token-Masking AutoEncoder for Referring Image Segmentation0
Guided Prompting in SAM for Weakly Supervised Cell Segmentation in Histopathological ImagesCode0
ALSTER: A Local Spatio-Temporal Expert for Online 3D Semantic Reconstruction0
Betrayed by Attention: A Simple yet Effective Approach for Self-supervised Video Object SegmentationCode1
Improving Feature Stability during Upsampling -- Spectral Artifacts and the Importance of Spatial Context0
Do text-free diffusion models learn discriminative visual representations?Code1
Alternate Diverse Teaching for Semi-supervised Medical Image SegmentationCode1
U-Net v2: Rethinking the Skip Connections of U-Net for Medical Image SegmentationCode6
Continual Learning for Image Segmentation with Dynamic QueryCode1
Focus on Query: Adversarial Mining Transformer for Few-Shot SegmentationCode1
Spherical Frustum Sparse Convolution Network for LiDAR Point Cloud Semantic SegmentationCode0
A Simple Recipe for Language-guided Domain Generalized SegmentationCode1
CLiSA: A Hierarchical Hybrid Transformer Model using Orthogonal Cross Attention for Satellite Image Cloud 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