SOTAVerified

Semantic Segmentation

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 12851–12900 of 14763 papers

TitleStatusHype
Mixture Modeling of Global Shape Priors and Autoencoding Local Intensity Priors for Left Atrium Segmentation—0
Object Counting and Instance Segmentation with Image-level SupervisionCode0
Decoders Matter for Semantic Segmentation: Data-Dependent Decoding Enables Flexible Feature Aggregation—0
Learning of Image Dehazing Models for Segmentation TasksCode0
Hyperspectral Image Classification with Deep Metric Learning and Conditional Random Field—0
PanopticFusion: Online Volumetric Semantic Mapping at the Level of Stuff and Things—0
PartNet: A Recursive Part Decomposition Network for Fine-grained and Hierarchical Shape Segmentation—0
Fine-Grained Semantic Segmentation of Motion Capture Data using Dilated Temporal Fully-Convolutional Networks—0
Mask Scoring R-CNNCode0
Transformation Consistent Self-ensembling Model for Semi-supervised Medical Image Segmentation—0
Segmentation of Roots in Soil with U-NetCode0
SPDA: Superpixel-based Data Augmentation for Biomedical Image Segmentation—0
Salient object detection on hyperspectral images using features learned from unsupervised segmentation taskCode0
Nonlinear Markov Random Fields Learned via BackpropagationCode0
A Distributionally Robust Optimization Method for Adversarial Multiple Kernel Learning—0
FickleNet: Weakly and Semi-supervised Semantic Image Segmentation using Stochastic Inference—0
Associatively Segmenting Instances and Semantics in Point CloudsCode0
Single-Image Piece-wise Planar 3D Reconstruction via Associative EmbeddingCode0
SSA-CNN: Semantic Self-Attention CNN for Pedestrian Detection—0
FEELVOS: Fast End-to-End Embedding Learning for Video Object SegmentationCode0
Adaptive Masked Weight Imprinting for Few-Shot Segmentation—0
Data augmentation using learned transformations for one-shot medical image segmentationCode0
U-NetPlus: A Modified Encoder-Decoder U-Net Architecture for Semantic and Instance Segmentation of Surgical InstrumentCode0
Spatio-Temporal Convolutional LSTMs for Tumor Growth Prediction by Learning 4D Longitudinal Patient Data—0
Boundary-weighted Domain Adaptive Neural Network for Prostate MR Image SegmentationCode0
Class-independent sequential full image segmentation, using a convolutional net that finds a segment within an attention region, given a pointer pixel within this segmentCode0
Dense 3D Visual Mapping via Semantic Simplification—0
Deep Learning Based Video System for Accurate and Real-Time Parking Measurement—0
An efficient solution for semantic segmentation: ShuffleNet V2 with atrous separable convolutionsCode0
Spatially-Adaptive Filter Units for Compact and Efficient Deep Neural NetworksCode0
BusyHands: A Hand-Tool Interaction Database for Assembly Tasks Semantic Segmentation—0
Adaptive Masked Proxies for Few-Shot SegmentationCode0
FreeLabel: A Publicly Available Annotation Tool based on Freehand TracesCode0
PointIT: A Fast Tracking Framework Based on 3D Instance Segmentation—0
Multi-Depth Fusion Network for Whole-Heart CT Image Segmentation—0
Massively Parallel Benders Decomposition for Correlation Clustering—0
3D Graph Embedding Learning with a Structure-aware Loss Function for Point Cloud Semantic Instance Segmentation—0
DeeperLab: Single-Shot Image Parser—0
GAN- vs. JPEG2000 Image Compression for Distributed Automotive Perception: Higher Peak SNR Does Not Mean Better Semantic Segmentation—0
MASC: Multi-scale Affinity with Sparse Convolution for 3D Instance SegmentationCode0
Fast-SCNN: Fast Semantic Segmentation NetworkCode0
Brain MRI Segmentation using Rule-Based Hybrid Approach—0
The effect of scene context on weakly supervised semantic segmentation—0
Progressively Growing Generative Adversarial Networks for High Resolution Semantic Segmentation of Satellite Images—0
MultiResUNet : Rethinking the U-Net Architecture for Multimodal Biomedical Image SegmentationCode0
Towards Segmenting Anything That MovesCode0
Semantic Label Reduction Techniques for Autonomous Driving—0
Psi-Net: Shape and boundary aware joint multi-task deep network for medical image segmentationCode0
NeurAll: Towards a Unified Visual Perception Model for Automated Driving—0
Super-realtime facial landmark detection and shape fitting by deep regression of shape model parametersCode0
Show:102550
← PrevPage 258 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
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