SOTAVerified

Semantic Segmentation

Papers

Showing 36513675 of 14763 papers

TitleStatusHype
VirtualPainting: Addressing Sparsity with Virtual Points and Distance-Aware Data Augmentation for 3D Object Detection0
UniRef++: Segment Every Reference Object in Spatial and Temporal SpacesCode2
PULASki: Learning inter-rater variability using statistical distances to improve probabilistic segmentationCode0
PointCT: Point Central Transformer Network for Weakly-supervised Point Cloud Semantic SegmentationCode1
Prototype-Based Approach for One-Shot Segmentation of Brain Tumors using Few-Shot Learning0
WildScenes: A Benchmark for 2D and 3D Semantic Segmentation in Large-scale Natural EnvironmentsCode1
Narrowing the semantic gaps in U-Net with learnable skip connections: The case of medical image segmentationCode2
Make Me a BNN: A Simple Strategy for Estimating Bayesian Uncertainty from Pre-trained Models0
SCUNet++: Swin-UNet and CNN Bottleneck Hybrid Architecture with Multi-Fusion Dense Skip Connection for Pulmonary Embolism CT Image SegmentationCode1
Variance-insensitive and Target-preserving Mask Refinement for Interactive Image Segmentation0
Harnessing Diffusion Models for Visual Perception with Meta PromptsCode1
SurgicalPart-SAM: Part-to-Whole Collaborative Prompting for Surgical Instrument SegmentationCode1
Few Shot Part Segmentation Reveals Compositional Logic for Industrial Anomaly DetectionCode1
Weakly Supervised Semantic Segmentation for Driving ScenesCode1
Dual Attention U-Net with Feature Infusion: Pushing the Boundaries of Multiclass Defect SegmentationCode1
TagAlign: Improving Vision-Language Alignment with Multi-Tag ClassificationCode1
BEVSeg2TP: Surround View Camera Bird's-Eye-View Based Joint Vehicle Segmentation and Ego Vehicle Trajectory Prediction0
Multi-task Learning To Improve Semantic Segmentation Of CBCT Scans Using Image Reconstruction0
DVIS++: Improved Decoupled Framework for Universal Video SegmentationCode1
FedSODA: Federated Cross-assessment and Dynamic Aggregation for Histopathology SegmentationCode0
JoReS-Diff: Joint Retinex and Semantic Priors in Diffusion Model for Low-light Image Enhancement0
Testing the Segment Anything Model on radiology data0
No More Shortcuts: Realizing the Potential of Temporal Self-Supervision0
FedA3I: Annotation Quality-Aware Aggregation for Federated Medical Image Segmentation against Heterogeneous Annotation NoiseCode1
Spectral Prompt Tuning:Unveiling Unseen Classes for Zero-Shot Semantic SegmentationCode1
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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