SOTAVerified

Semantic Segmentation

Papers

Showing 40014025 of 14763 papers

TitleStatusHype
Discrepancy Matters: Learning from Inconsistent Decoder Features for Consistent Semi-supervised Medical Image SegmentationCode1
Multi-Spectral Image Synthesis for Crop/Weed Segmentation in Precision FarmingCode1
NomMer: Nominate Synergistic Context in Vision Transformer for Visual RecognitionCode1
Multispectral Video Semantic Segmentation: A Benchmark Dataset and BaselineCode1
Multi-stage Attention ResU-Net for Semantic Segmentation of Fine-Resolution Remote Sensing ImagesCode1
Video Inpainting Localization with Contrastive LearningCode1
Boosting Semantic Human Matting with Coarse AnnotationsCode1
Multi-Target Adversarial Frameworks for Domain Adaptation in Semantic SegmentationCode1
MultiTalent: A Multi-Dataset Approach to Medical Image SegmentationCode1
Video Instance Segmentation with a Propose-Reduce ParadigmCode1
Boundary-preserving Mask R-CNNCode1
Distilling Knowledge via Knowledge ReviewCode1
Boundary loss for highly unbalanced segmentationCode1
Discriminative Region Suppression for Weakly-Supervised Semantic SegmentationCode1
Boosting Semi-supervised Image Segmentation with Global and Local Mutual Information RegularizationCode1
Learning Spatio-Appearance Memory Network for High-Performance Visual TrackingCode1
Multi-View Radar Semantic SegmentationCode1
Multi-Task Multi-Scale Contrastive Knowledge Distillation for Efficient Medical Image SegmentationCode1
nnU-Net Revisited: A Call for Rigorous Validation in 3D Medical Image SegmentationCode1
Video Panoptic SegmentationCode1
Disentangled Non-Local Neural NetworksCode1
Disentangled Representations for Domain-generalized Cardiac SegmentationCode1
Boundary IoU: Improving Object-Centric Image Segmentation EvaluationCode1
Disentangle then Parse: Night-time Semantic Segmentation with Illumination DisentanglementCode1
nnDetection: A Self-configuring Method for Medical Object DetectionCode1
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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