SOTAVerified

Semantic Segmentation

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 2601–2650 of 14763 papers

TitleStatusHype
FlowSDF: Flow Matching for Medical Image Segmentation Using Distance Transforms—0
Edge-guided and Class-balanced Active Learning for Semantic Segmentation of Aerial Images—0
RT-GS2: Real-Time Generalizable Semantic Segmentation for 3D Gaussian Representations of Radiance FieldsCode1
Learning to Detour: Shortcut Mitigating Augmentation for Weakly Supervised Semantic Segmentation—0
DMT-JEPA: Discriminative Masked Targets for Joint-Embedding Predictive ArchitectureCode1
The Binary Quantized Neural Network for Dense Prediction via Specially Designed Upsampling and Attention—0
BAISeg: Boundary Assisted Weakly Supervised Instance SegmentationCode0
Renal digital pathology visual knowledge search platform based on language large model and book knowledge—0
Advancing Medical Image Segmentation with Mini-Net: A Lightweight Solution Tailored for Efficient Segmentation of Medical Images—0
ExtremeMETA: High-speed Lightweight Image Segmentation Model by Remodeling Multi-channel Metamaterial Imagers—0
DSU-Net: Dynamic Snake U-Net for 2-D Seismic First Break Picking—0
Image-level Regression for Uncertainty-aware Retinal Image SegmentationCode0
Collective Perception Datasets for Autonomous Driving: A Comprehensive Review—0
Novel Approaches for ML-Assisted Particle Track Reconstruction and Hit Clustering—0
A re-calibration method for object detection with multi-modal alignment bias in autonomous driving—0
Zero-Shot Video Semantic Segmentation based on Pre-Trained Diffusion ModelsCode2
SiNGR: Brain Tumor Segmentation via Signed Normalized Geodesic Transform RegressionCode1
A Comparative Study on Multi-task Uncertainty Quantification in Semantic Segmentation and Monocular Depth Estimation—0
Memorize What Matters: Emergent Scene Decomposition from MultitraverseCode2
An Enhanced Encoder-Decoder Network Architecture for Reducing Information Loss in Image Semantic Segmentation—0
FRCNet Frequency and Region Consistency for Semi-supervised Medical Image Segmentation—0
Competing for pixels: a self-play algorithm for weakly-supervised segmentationCode0
Understanding the Effect of using Semantically Meaningful Tokens for Visual Representation Learning—0
UU-Mamba: Uncertainty-aware U-Mamba for Cardiac Image SegmentationCode1
BOLD: Boolean Logic Deep Learning—0
Efficient Temporal Action Segmentation via Boundary-aware Query VotingCode0
Video Prediction Models as General Visual Encoders—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
Improving 3D Occupancy Prediction through Class-balancing Loss and Multi-scale Representation—0
Leveraging knowledge distillation for partial multi-task learning from multiple remote sensing datasetsCode0
U3M: Unbiased Multiscale Modal Fusion Model for Multimodal Semantic SegmentationCode1
Visualize and Paint GAN Activations—0
MagicBathyNet: A Multimodal Remote Sensing Dataset for Bathymetry Prediction and Pixel-based Classification in Shallow WatersCode1
Cross-Domain Few-Shot Semantic Segmentation via Doubly Matching TransformationCode1
Autonomous Quilt Spreading for Caregiving Robots—0
Deep Convolutional Neural Networks Meet Variational Shape Compactness Priors for Image 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
HemSeg-200: A Voxel-Annotated Dataset for Intracerebral Hemorrhages Segmentation in Brain CT ScansCode1
Segformer++: Efficient Token-Merging Strategies for High-Resolution Semantic SegmentationCode1
Qubit-efficient Variational Quantum Algorithms for Image SegmentationCode1
MAMBA4D: Efficient Long-Sequence Point Cloud Video Understanding with Disentangled Spatial-Temporal State Space Models—0
Leveraging Semantic Segmentation Masks with Embeddings for Fine-Grained Form ClassificationCode0
Tuning-free Universally-Supervised Semantic Segmentation—0
Multi-view Remote Sensing Image Segmentation With SAM priors—0
Harmony: A Joint Self-Supervised and Weakly-Supervised Framework for Learning General Purpose Visual RepresentationsCode0
DuEDL: Dual-Branch Evidential Deep Learning for Scribble-Supervised Medical Image SegmentationCode0
Mamba-R: Vision Mamba ALSO Needs RegistersCode2
MOD-UV: Learning Mobile Object Detectors from Unlabeled VideosCode1
Show:102550
← PrevPage 53 of 296Next →
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