SOTAVerified

Semantic Segmentation

Papers

Showing 35513575 of 14763 papers

TitleStatusHype
Medical Image Segmentation with InTEnt: Integrated Entropy Weighting for Single Image Test-Time AdaptationCode1
Dense Dilated Convolutions Merging Network for Land Cover ClassificationCode1
Learning Dynamic Network Using a Reuse Gate Function in Semi-supervised Video Object SegmentationCode1
Balancing Logit Variation for Long-tailed Semantic SegmentationCode1
Medical Matting: A New Perspective on Medical Segmentation with UncertaintyCode1
ShapeConv: Shape-aware Convolutional Layer for Indoor RGB-D Semantic SegmentationCode1
Learning Dynamic Routing for Semantic SegmentationCode1
Deep learning for radar data exploitation of autonomous vehicleCode1
AME-CAM: Attentive Multiple-Exit CAM for Weakly Supervised Segmentation on MRI Brain TumorCode1
Learning Euler's Elastica Model for Medical Image SegmentationCode1
BAPA-Net: Boundary Adaptation and Prototype Alignment for Cross-Domain Semantic SegmentationCode1
Learning Fast and Robust Target Models for Video Object SegmentationCode1
SHRED: 3D Shape Region Decomposition with Learned Local OperationsCode1
Shuffle Transformer: Rethinking Spatial Shuffle for Vision TransformerCode1
BARS: A Benchmark for Airport Runway SegmentationCode1
Learning from Noisy Pseudo-labels for All-Weather Land Cover MappingCode1
MediViSTA: Medical Video Segmentation via Temporal Fusion SAM Adaptation for EchocardiographyCode1
Learning Gaussian Instance Segmentation in Point CloudsCode1
Deep-learning in the bioimaging wild: Handling ambiguous data with deepflash2Code1
Learning Fuzzy Clustering for SPECT/CT Segmentation via Convolutional Neural NetworksCode1
Baseline Systems and Evaluation Metrics for Spatial Semantic Segmentation of Sound ScenesCode1
Learning Geocentric Object Pose in Oblique Monocular ImagesCode1
Extract Free Dense Labels from CLIPCode1
DenseCLIP: Language-Guided Dense Prediction with Context-Aware PromptingCode1
Bridge the Points: Graph-based Few-shot Segment Anything SemanticallyCode1
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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