SOTAVerified

Semantic Segmentation

Papers

Showing 16011625 of 14763 papers

TitleStatusHype
Interactive 3D Medical Image Segmentation with SAM 2Code1
BEVContrast: Self-Supervision in BEV Space for Automotive Lidar Point CloudsCode1
Deeply supervised salient object detection with short connectionsCode1
ACC-UNet: A Completely Convolutional UNet model for the 2020sCode1
AIO2: Online Correction of Object Labels for Deep Learning with Incomplete Annotation in Remote Sensing Image SegmentationCode1
FANet: A Feedback Attention Network for Improved Biomedical Image SegmentationCode1
AIO-P: Expanding Neural Performance Predictors Beyond Image ClassificationCode1
Far Away in the Deep Space: Dense Nearest-Neighbor-Based Out-of-Distribution DetectionCode1
AI Playground: Unreal Engine-based Data Ablation Tool for Deep LearningCode1
FASA: Feature Augmentation and Sampling Adaptation for Long-Tailed Instance SegmentationCode1
Fast and Accurate Scene Parsing via Bi-direction Alignment NetworksCode1
Fast and Efficient Transformer-based Method for Bird's Eye View Instance PredictionCode1
Deep learning for radar data exploitation of autonomous vehicleCode1
Deep Metric Learning for Open World Semantic SegmentationCode1
Deep learning approach to left ventricular non-compaction measurementCode1
Artificial Pupil Dilation for Data Augmentation in Iris Semantic SegmentationCode1
Deep Learning Based Brain Tumor Segmentation: A SurveyCode1
Fast Video Object Segmentation using the Global Context ModuleCode1
AI-SAM: Automatic and Interactive Segment Anything ModelCode1
FBSNet: A Fast Bilateral Symmetrical Network for Real-Time Semantic SegmentationCode1
FCCDN: Feature Constraint Network for VHR Image Change DetectionCode1
Automated Olfactory Bulb Segmentation on High Resolutional T2-Weighted MRICode1
AISFormer: Amodal Instance Segmentation with TransformerCode1
1st Place Solution for 5th LSVOS Challenge: Referring Video Object SegmentationCode1
Deep Label Distribution Learning with Label AmbiguityCode1
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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