SOTAVerified

Semantic Segmentation

Papers

Showing 15261550 of 14763 papers

TitleStatusHype
Unsupervised Semantic Segmentation Through Depth-Guided Feature Correlation and SamplingCode1
NeuralLabeling: A versatile toolset for labeling vision datasets using Neural Radiance FieldsCode1
PanoVOS: Bridging Non-panoramic and Panoramic Views with Transformer for Video SegmentationCode1
SAM-OCTA: A Fine-Tuning Strategy for Applying Foundation Model to OCTA Image Segmentation TasksCode1
Partition-A-Medical-Image: Extracting Multiple Representative Sub-regions for Few-shot Medical Image SegmentationCode1
UPL-SFDA: Uncertainty-aware Pseudo Label Guided Source-Free Domain Adaptation for Medical Image SegmentationCode1
Few-Shot Panoptic Segmentation With Foundation ModelsCode1
Spatial-Assistant Encoder-Decoder Network for Real Time Semantic SegmentationCode1
Human Activity Segmentation Challenge @ ECML/PKDD’23Code1
OmniLRS: A Photorealistic Simulator for Lunar RoboticsCode1
DynaMoN: Motion-Aware Fast and Robust Camera Localization for Dynamic Neural Radiance FieldsCode1
MA-SAM: Modality-agnostic SAM Adaptation for 3D Medical Image SegmentationCode1
URA*: Uncertainty-aware Path Planning using Image-based Aerial-to-Ground Traversability Estimation for Off-road EnvironmentsCode1
X-PDNet: Accurate Joint Plane Instance Segmentation and Monocular Depth Estimation with Cross-Task Distillation and Boundary CorrectionCode1
TreeLearn: A deep learning method for segmenting individual trees from ground-based LiDAR forest point cloudsCode1
Robust Burned Area Delineation through Multitask LearningCode1
NISF: Neural Implicit Segmentation FunctionsCode1
Nucleus-aware Self-supervised Pretraining Using Unpaired Image-to-image Translation for Histopathology ImagesCode1
Keep It SimPool: Who Said Supervised Transformers Suffer from Attention Deficit?Code1
Deep evidential fusion with uncertainty quantification and contextual discounting for multimodal medical image segmentationCode1
Self-Correlation and Cross-Correlation Learning for Few-Shot Remote Sensing Image Semantic SegmentationCode1
Decoupling Common and Unique Representations for Multimodal Self-supervised LearningCode1
Fully Automated Scan-to-BIM Via Point Cloud Instance SegmentationCode1
Divergences in Color Perception between Deep Neural Networks and HumansCode1
Panoptic Vision-Language Feature FieldsCode1
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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
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