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Semantic Segmentation

Papers

Showing 30013025 of 14763 papers

TitleStatusHype
FreeSeg-Diff: Training-Free Open-Vocabulary Segmentation with Diffusion Models0
Modeling Weather Uncertainty for Multi-weather Co-Presence Estimation0
MedCLIP-SAM: Bridging Text and Image Towards Universal Medical Image SegmentationCode2
UltraLight VM-UNet: Parallel Vision Mamba Significantly Reduces Parameters for Skin Lesion SegmentationCode3
ECLIPSE: Efficient Continual Learning in Panoptic Segmentation with Visual Prompt TuningCode2
MambaMixer: Efficient Selective State Space Models with Dual Token and Channel Selection0
Parsing All Adverse Scenes: Severity-Aware Semantic Segmentation with Mask-Enhanced Cross-Domain Consistency0
ENet-21: An Optimized light CNN Structure for Lane Detection0
Temporally Consistent Referring Video Object Segmentation with Hybrid MemoryCode1
Segmentation Re-thinking Uncertainty Estimation Metrics for Semantic Segmentation0
Efficient 3D Instance Mapping and Localization with Neural Fields0
DenseNets Reloaded: Paradigm Shift Beyond ResNets and ViTsCode2
Genetic Quantization-Aware Approximation for Non-Linear Operations in TransformersCode1
Learning Multiple Representations with Inconsistency-Guided Detail Regularization for Mask-Guided Matting0
RiEMann: Near Real-Time SE(3)-Equivariant Robot Manipulation without Point Cloud Segmentation0
Rethinking Information Loss in Medical Image Segmentation with Various-sized Targets0
Lift3D: Zero-Shot Lifting of Any 2D Vision Model to 3D0
Teaching AI the Anatomy Behind the Scan: Addressing Anatomical Flaws in Medical Image Segmentation with Learnable Prior0
ViTAR: Vision Transformer with Any Resolution0
I2CKD : Intra- and Inter-Class Knowledge Distillation for Semantic Segmentation0
Unleashing the Potential of SAM for Medical Adaptation via Hierarchical DecodingCode2
Generating Diverse Agricultural Data for Vision-Based Farming Applications0
Road Obstacle Detection based on Unknown Objectness Scores0
Deep Learning Segmentation and Classification of Red Blood Cells Using a Large Multi-Scanner Dataset0
A Quantum Fuzzy-based Approach for Real-Time Detection of Solar Coronal Holes0
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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