SOTAVerified

Semantic Segmentation

Papers

Showing 29012925 of 14763 papers

TitleStatusHype
LUCF-Net: Lightweight U-shaped Cascade Fusion Network for Medical Image SegmentationCode1
Improving Shift Invariance in Convolutional Neural Networks with Translation Invariant Polyphase SamplingCode0
AI-Guided Feature Segmentation Techniques to Model Features from Single Crystal Diamond Growth0
AI-Guided Defect Detection Techniques to Model Single Crystal Diamond Growth0
RESSCAL3D: Resolution Scalable 3D Semantic Segmentation of Point Clouds0
O2V-Mapping: Online Open-Vocabulary Mapping with Neural Implicit Representation0
Convolution-based Probability Gradient Loss for Semantic SegmentationCode0
An Evidential-enhanced Tri-Branch Consistency Learning Method for Semi-supervised Medical Image Segmentation0
Training-Free Open-Vocabulary Segmentation with Offline Diffusion-Augmented Prototype Generation0
SAM-I-Am: Semantic Boosting for Zero-shot Atomic-Scale Electron Micrograph SegmentationCode0
Test-Time Adaptation with SaLIP: A Cascade of SAM and CLIP for Zero shot Medical Image SegmentationCode2
Hierarchical Insights: Exploiting Structural Similarities for Reliable 3D Semantic Segmentation0
Uncertainty-aware Evidential Fusion-based Learning for Semi-supervised Medical Image Segmentation0
EPL: Evidential Prototype Learning for Semi-supervised Medical Image Segmentation0
DaF-BEVSeg: Distortion-aware Fisheye Camera based Bird's Eye View Segmentation with Occlusion Reasoning0
Automated National Urban Map Extraction0
Improving Facial Landmark Detection Accuracy and Efficiency with Knowledge Distillation0
Spatial-Temporal Multi-level Association for Video Object Segmentation0
Learning Embeddings with Centroid Triplet Loss for Object Identification in Robotic GraspingCode2
QueSTMaps: Queryable Semantic Topological Maps for 3D Scene Understanding0
GHOST: Grounded Human Motion Generation with Open Vocabulary Scene-and-Text Contexts0
Image-based Agarwood Resinous Area Segmentation using Deep Learning0
UniMix: Towards Domain Adaptive and Generalizable LiDAR Semantic Segmentation in Adverse Weather0
iVPT: Improving Task-relevant Information Sharing in Visual Prompt Tuning by Cross-layer Dynamic Connection0
AlignZeg: Mitigating Objective Misalignment for Zero-shot Semantic Segmentation0
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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