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Semantic Segmentation

Papers

Showing 14761500 of 14763 papers

TitleStatusHype
LiVOS: Light Video Object Segmentation with Gated Linear MatchingCode1
CIT: Rethinking Class-incremental Semantic Segmentation with a Class Independent TransformationCode0
Multi-modal NeRF Self-Supervision for LiDAR Semantic Segmentation0
Foundation AI Model for Medical Image Segmentation0
Rethinking Decoders for Transformer-based Semantic Segmentation: A Compression PerspectiveCode1
Mapping Africa Settlements: High Resolution Urban and Rural Map by Deep Learning and Satellite ImageryCode0
Region-Guided Attack on the Segment Anything Model (SAM)0
Exploiting Contextual Uncertainty of Visual Data for Efficient Training of Deep Models0
Deep Learning on 3D Semantic Segmentation: A Detailed ReviewCode0
MSTA3D: Multi-scale Twin-attention for 3D Instance Segmentation0
Tree level change detection over Ahmedabad city using very high resolution satellite images and Deep Learning0
UnSegMedGAT: Unsupervised Medical Image Segmentation using Graph Attention Networks ClusteringCode0
Free-Mask: A Novel Paradigm of Integration Between the Segmentation Diffusion Model and Image Editing to Improve Segmentation Ability0
Object segmentation from common fate: Motion energy processing enables human-like zero-shot generalization to random dot stimuliCode0
PreCM: The Padding-based Rotation Equivariant Convolution Mode for Semantic Segmentation0
Finding NeMo: Negative-mined Mosaic Augmentation for Referring Image Segmentation0
Exploring PCA-based feature representations of image pixels via CNN to enhance food image segmentation0
Beyond local patches: Preserving global–local interactions by enhancing self-attention via 3D point cloud tokenization0
Enhancing Question Answering Precision with Optimized Vector Retrieval and Instructions0
MV-Adapter: Enhancing Underwater Instance Segmentation via Adaptive Channel Attention0
Event-guided Low-light Video Semantic Segmentation0
Automated Classification of Cell Shapes: A Comparative Evaluation of Shape DescriptorsCode1
Cross-modal semantic segmentation for indoor environmental perception using single-chip millimeter-wave radar raw data0
Cityscape-Adverse: Benchmarking Robustness of Semantic Segmentation with Realistic Scene Modifications via Diffusion-Based Image EditingCode0
A Recipe for Geometry-Aware 3D Mesh Transformers0
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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