SOTAVerified

Semantic Segmentation

Papers

Showing 65016525 of 14763 papers

TitleStatusHype
BriFiSeg: a deep learning-based method for semantic and instance segmentation of nuclei in brightfield imagesCode0
DTOS: Dynamic Time Object Sensing with Large Multimodal ModelCode0
Bridging the Inter-Domain Gap through Low-Level Features for Cross-Modal Medical Image SegmentationCode0
Cyclic Guidance for Weakly Supervised Joint Detection and SegmentationCode0
DSSLIC: Deep Semantic Segmentation-based Layered Image CompressionCode0
Adaptive Texture Filtering for Single-Domain Generalized SegmentationCode0
DS-PASS: Detail-Sensitive Panoramic Annular Semantic Segmentation through SwaftNet for Surrounding SensingCode0
DSNet: Automatic Dermoscopic Skin Lesion SegmentationCode0
Deep learning-based interactive segmentation in remote sensingCode0
Inter- and intra-uncertainty based feature aggregation model for semi-supervised histopathology image segmentationCode0
DSFNet: Dual-GCN and Location-fused Self-attention with Weighted Fast Normalized Fusion for Polyps SegmentationCode0
Interactive Image Segmentation With First Click AttentionCode0
Interactive Image Segmentation With Latent DiversityCode0
DSAL: Deeply Supervised Active Learning from Strong and Weak Labelers for Biomedical Image SegmentationCode0
Interactive Learning for Semantic Segmentation in Earth ObservationCode0
An Intelligent Remote Sensing Image Quality Inspection SystemCode0
Intensity-Spatial Dual Masked Autoencoder for Multi-Scale Feature Learning in Chest CT SegmentationCode0
Drop to Adapt: Learning Discriminative Features for Unsupervised Domain AdaptationCode0
A Neuromorphic Dataset for Object Segmentation in Indoor Cluttered EnvironmentCode0
Cascaded Sparse Feature Propagation Network for Interactive SegmentationCode0
Adaptive Temporal Encoding Network for Video Instance-level Human ParsingCode0
DropConnect Is Effective in Modeling Uncertainty of Bayesian Deep NetworksCode0
IntelliCardiac: An Intelligent Platform for Cardiac Image Segmentation and ClassificationCode0
IMAGINE-E: Image Generation Intelligence Evaluation of State-of-the-art Text-to-Image ModelsCode0
Interactive Image Segmentation with Cross-Modality Vision TransformersCode0
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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