SOTAVerified

Semantic Segmentation

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 6776–6800 of 14763 papers

TitleStatusHype
From Image-level to Pixel-level Labeling with Convolutional Networks—0
Assessing the performance of CT image denoisers using Laguerre-Gauss Channelized Hotelling Observer for lesion detection—0
Instance-aware 3D Semantic Segmentation powered by Shape Generators and Classifiers—0
Learning from SAM: Harnessing a Foundation Model for Sim2Real Adaptation by Regularization—0
Instance-Aware Group Quantization for Vision Transformers—0
Learning from Synthetic Data: Addressing Domain Shift for Semantic Segmentation—0
Instance-Aware Observer Network for Out-of-Distribution Object Segmentation—0
Learning High-level Prior with Convolutional Neural Networks for Semantic Segmentation—0
From Forks to Forceps: A New Framework for Instance Segmentation of Surgical Instruments—0
From Few to More: Scribble-based Medical Image Segmentation via Masked Context Modeling and Continuous Pseudo Labels—0
CondenseUNet: A Memory-Efficient Condensely-Connected Architecture for Bi-ventricular Blood Pool and Myocardium Segmentation—0
From Explanations to Segmentation: Using Explainable AI for Image Segmentation—0
From Deterministic to Probabilistic: A Novel Perspective on Domain Generalization for Medical Image Segmentation—0
Instance Embedding Transfer to Unsupervised Video Object Segmentation—0
Instance Flow Based Online Multiple Object Tracking—0
Achieving Competitive Play Through Bottom-Up Approach in Semantic Segmentation—0
Learning from Partial Label Proportions for Whole Slide Image Segmentation—0
From colouring-in to pointillism: revisiting semantic segmentation supervision—0
Instance-guided Cartoon Editing with a Large-scale Dataset—0
From CNN to Transformer: A Review of Medical Image Segmentation Models—0
Assessing Systematic Weaknesses of DNNs using Counterfactuals—0
Instance-Level Salient Object Segmentation—0
Instance-Level Task Parameters: A Robust Multi-task Weighting Framework—0
From CAD models to soft point cloud labels: An automatic annotation pipeline for cheaply supervised 3D semantic segmentation—0
From Bird's-Eye to Street View: Crafting Diverse and Condition-Aligned Images with Latent Diffusion Model—0
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All datasetsADE20KNYU-Depth V2Cityscapes testCityscapes valADE20K valPASCAL ContextS3DIS Area5PASCAL VOC 2012 testS3DISScanNetSUN-RGBDDensePASS

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1InternImage-H (M3I Pre-training)Params (M)1,310—Unverified
2ViT-P (InternImage-H)Validation mIoU63.6—Unverified
3ONE-PEACEValidation mIoU63—Unverified
4M3I Pre-training (InternImage-H)Validation mIoU62.9—Unverified
5InternImage-HValidation mIoU62.9—Unverified
6BEiT-3Validation mIoU62.8—Unverified
7EVAValidation mIoU62.3—Unverified
8ViT-P (OneFormer, InternImage-H)Validation mIoU61.6—Unverified
9ViT-Adapter-L (Mask2Former, BEiTv2 pretrain)Validation mIoU61.5—Unverified
10FD-SwinV2-GValidation mIoU61.4—Unverified