SOTAVerified

Semantic Segmentation

Papers

Showing 27012725 of 14763 papers

TitleStatusHype
Zero Shot Context-Based Object Segmentation using SLIP (SAM+CLIP)Code1
Explainable Convolutional Neural Networks for Retinal Fundus Classification and Cutting-Edge Segmentation Models for Retinal Blood Vessels from Fundus ImagesCode1
In The Wild Ellipse Parameter Estimation for Circular Dining Plates and Bowls0
PotatoGANs: Utilizing Generative Adversarial Networks, Instance Segmentation, and Explainable AI for Enhanced Potato Disease Identification and ClassificationCode0
Building a Strong Pre-Training Baseline for Universal 3D Large-Scale PerceptionCode1
DeVOS: Flow-Guided Deformable Transformer for Video Object Segmentation0
Global Motion Understanding in Large-Scale Video Object Segmentation0
ADLDA: A Method to Reduce the Harm of Data Distribution Shift in Data Augmentation0
EMCAD: Efficient Multi-scale Convolutional Attention Decoding for Medical Image SegmentationCode3
Enhancing Weakly Supervised Semantic Segmentation with Multi-modal Foundation Models: An End-to-End Approach0
PCLMix: Weakly Supervised Medical Image Segmentation via Pixel-Level Contrastive Learning and Dynamic Mix AugmentationCode0
SSA-Seg: Semantic and Spatial Adaptive Pixel-level Classifier for Semantic SegmentationCode1
Modality-agnostic Domain Generalizable Medical Image Segmentation by Multi-Frequency in Multi-Scale AttentionCode2
VLSM-Adapter: Finetuning Vision-Language Segmentation Efficiently with Lightweight BlocksCode1
Multi-Target Unsupervised Domain Adaptation for Semantic Segmentation without External DataCode0
Context-Guided Spatial Feature Reconstruction for Efficient Semantic SegmentationCode2
Prior-guided Diffusion Model for Cell Segmentation in Quantitative Phase Imaging0
GreedyViG: Dynamic Axial Graph Construction for Efficient Vision GNNsCode2
Zero-shot Degree of Ill-posedness Estimation for Active Small Object Change Detection0
Multi-level Personalized Federated Learning on Heterogeneous and Long-Tailed Data0
UnSegGNet: Unsupervised Image Segmentation using Graph Neural NetworksCode0
Mask-TS Net: Mask Temperature Scaling Uncertainty Calibration for Polyp Segmentation0
CSA-Net: Channel-wise Spatially Autocorrelated Attention NetworksCode0
DynaSeg: A Deep Dynamic Fusion Method for Unsupervised Image Segmentation Incorporating Feature Similarity and Spatial ContinuityCode0
Enhancing surgical instrument segmentation: integrating vision transformer insights with adapterCode1
Show:102550
← PrevPage 109 of 591Next →

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