SOTAVerified

Semantic Segmentation

Papers

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Showing 6151–6200 of 14763 papers

TitleStatusHype
Image-level Regression for Uncertainty-aware Retinal Image SegmentationCode0
Renal digital pathology visual knowledge search platform based on language large model and book knowledge—0
Collective Perception Datasets for Autonomous Driving: A Comprehensive Review—0
ExtremeMETA: High-speed Lightweight Image Segmentation Model by Remodeling Multi-channel Metamaterial Imagers—0
Advancing Medical Image Segmentation with Mini-Net: A Lightweight Solution Tailored for Efficient Segmentation of Medical Images—0
A re-calibration method for object detection with multi-modal alignment bias in autonomous driving—0
A Comparative Study on Multi-task Uncertainty Quantification in Semantic Segmentation and Monocular Depth Estimation—0
DSU-Net: Dynamic Snake U-Net for 2-D Seismic First Break Picking—0
FRCNet Frequency and Region Consistency for Semi-supervised Medical Image Segmentation—0
Understanding the Effect of using Semantically Meaningful Tokens for Visual Representation Learning—0
Competing for pixels: a self-play algorithm for weakly-supervised segmentationCode0
An Enhanced Encoder-Decoder Network Architecture for Reducing Information Loss in Image Semantic Segmentation—0
BOLD: Boolean Logic Deep Learning—0
Intensity and Texture Correction of Omnidirectional Image Using Camera Images for Indirect Augmented Reality—0
A Classifier-Free Incremental Learning Framework for Scalable Medical Image Segmentation—0
Video Prediction Models as General Visual Encoders—0
Improving 3D Occupancy Prediction through Class-balancing Loss and Multi-scale Representation—0
Efficient Temporal Action Segmentation via Boundary-aware Query VotingCode0
Autonomous Quilt Spreading for Caregiving Robots—0
Visualize and Paint GAN Activations—0
Leveraging knowledge distillation for partial multi-task learning from multiple remote sensing datasetsCode0
Multi-view Remote Sensing Image Segmentation With SAM priors—0
SCMix: Stochastic Compound Mixing for Open Compound Domain Adaptation in Semantic Segmentation—0
Leveraging Semantic Segmentation Masks with Embeddings for Fine-Grained Form ClassificationCode0
Deep Convolutional Neural Networks Meet Variational Shape Compactness Priors for Image Segmentation—0
Harmony: A Joint Self-Supervised and Weakly-Supervised Framework for Learning General Purpose Visual RepresentationsCode0
MAMBA4D: Efficient Long-Sequence Point Cloud Video Understanding with Disentangled Spatial-Temporal State Space Models—0
Tuning-free Universally-Supervised Semantic Segmentation—0
Exploration of Multi-Scale Image Fusion Systems in Intelligent Medical Image Analysis—0
Advancements in Feature Extraction Recognition of Medical Imaging Systems Through Deep Learning Technique—0
DuEDL: Dual-Branch Evidential Deep Learning for Scribble-Supervised Medical Image SegmentationCode0
Semantic Equitable Clustering: A Simple and Effective Strategy for Clustering Vision Tokens—0
TS40K: a 3D Point Cloud Dataset of Rural Terrain and Electrical Transmission System—0
Vision Transformer with Sparse Scan PriorCode0
Unsupervised Pre-training with Language-Vision Prompts for Low-Data Instance SegmentationCode0
One-shot Training for Video Object Segmentation—0
Transparency Distortion Robustness for SOTA Image Segmentation Tasks—0
BiomedParse: a biomedical foundation model for image parsing of everything everywhere all at once—0
A temporal enhanced semi-supervised segmentation network for needle detection in 3D ultrasound images—0
Improving the Explain-Any-Concept by Introducing Nonlinearity to the Trainable Surrogate Model—0
Hi-gMISnet: generalized medical image segmentation using DWT based multilayer fusion and dual mode attention into high resolution pGANCode0
A comprehensive overview of deep learning techniques for 3D point cloud classification and semantic segmentation—0
Multi-dimension Transformer with Attention-based Filtering for Medical Image Segmentation—0
Interpreting a Semantic Segmentation Model for Coastline DetectionCode0
Unifying 3D Vision-Language Understanding via Promptable Queries—0
Fuse & Calibrate: A bi-directional Vision-Language Guided Framework for Referring Image Segmentation—0
Blackbox Adaptation for Medical Image SegmentationCode0
HARIS: Human-Like Attention for Reference Image Segmentation—0
Harnessing Vision-Language Pretrained Models with Temporal-Aware Adaptation for Referring Video Object Segmentation—0
Towards Task-Compatible Compressible RepresentationsCode0
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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
4InternImage-HValidation mIoU62.9—Unverified
5M3I Pre-training (InternImage-H)Validation 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