SOTAVerified

Semantic Segmentation

Papers

Showing 40514075 of 14763 papers

TitleStatusHype
PAUMER: Patch Pausing Transformer for Semantic Segmentation0
DEFN: Dual-Encoder Fourier Group Harmonics Network for Three-Dimensional Indistinct-Boundary Object SegmentationCode1
LLaVA-Interactive: An All-in-One Demo for Image Chat, Segmentation, Generation and EditingCode4
Continual atlas-based segmentation of prostate MRICode1
Joint Depth Prediction and Semantic Segmentation with Multi-View SAM0
View Classification and Object Detection in Cardiac Ultrasound to Localize Valves via Deep Learning0
Raising the ClaSS of Streaming Time Series SegmentationCode0
Team I2R-VI-FF Technical Report on EPIC-KITCHENS VISOR Hand Object Segmentation Challenge 20230
Bilateral Network with Residual U-blocks and Dual-Guided Attention for Real-time Semantic SegmentationCode1
Annotator: A Generic Active Learning Baseline for LiDAR Semantic Segmentation0
From Denoising Training to Test-Time Adaptation: Enhancing Domain Generalization for Medical Image SegmentationCode1
Uncertainty Quantification in Machine Learning Based Segmentation: A Post-Hoc Approach for Left Ventricle Volume Estimation in MRI0
TransXNet: Learning Both Global and Local Dynamics with a Dual Dynamic Token Mixer for Visual RecognitionCode2
Promise:Prompt-driven 3D Medical Image Segmentation Using Pretrained Image Foundation ModelsCode1
MIST: Medical Image Segmentation Transformer with Convolutional Attention Mixing (CAM) DecoderCode1
Resource Constrained Semantic Segmentation for Waste SortingCode0
L2T-DLN: Learning to Teach with Dynamic Loss Network0
Dynamic Gaussian Splatting from Markerless Motion Capture can Reconstruct Infants Movements0
Intelligent Breast Cancer Diagnosis with Heuristic-assisted Trans-Res-U-Net and Multiscale DenseNet using Mammogram Images0
Modular Anti-noise Deep Learning Network for Robotic Grasp Detection Based on RGB ImagesCode0
Mask Propagation for Efficient Video Semantic SegmentationCode1
Uncovering Prototypical Knowledge for Weakly Open-Vocabulary Semantic SegmentationCode1
Dynamic Task and Weight Prioritization Curriculum Learning for Multimodal ImageryCode0
Exploring Data Augmentations on Self-/Semi-/Fully- Supervised Pre-trained Models0
Audio-Visual Instance SegmentationCode1
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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