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Semantic Segmentation

Papers

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Showing 6251–6275 of 14763 papers

TitleStatusHype
Cross-Domain Semantic Segmentation with Large Language Model-Assisted Descriptor Generation—0
A Hybrid Semantic-Geometric Approach for Clutter-Resistant Floorplan Generation from Building Point Clouds—0
Cross-Domain Transfer Learning with CoRTe: Consistent and Reliable Transfer from Black-Box to Lightweight Segmentation Model—0
How stable are Transferability Metrics evaluations?—0
Investigation of Frame Differences as Motion Cues for Video Object Segmentation—0
GaussianBeV: 3D Gaussian Representation meets Perception Models for BeV Segmentation—0
Gauge Equivariant Spherical CNNs—0
Constrained Deep Weak Supervision for Histopathology Image Segmentation—0
GAUDA: Generative Adaptive Uncertainty-guided Diffusion-based Augmentation for Surgical Segmentation—0
A Federated Approach for Fine-Grained Classification of Fashion Apparel—0
Investigations on the inference optimization techniques and their impact on multiple hardware platforms for Semantic Segmentation—0
InvSeg: Test-Time Prompt Inversion for Semantic Segmentation—0
How Well Can Vision Language Models See Image Details?—0
IPixMatch: Boost Semi-supervised Semantic Segmentation with Inter-Pixel Relation—0
A Survey of Semantic Segmentation—0
Gated Path Selection Network for Semantic Segmentation—0
A feature refinement module for light-weight semantic segmentation network—0
Gated Feedback Refinement Network for Coarse-to-Fine Dense Semantic Image Labeling—0
Gated CRF Loss for Weakly Supervised Semantic Image Segmentation—0
Consistent Video Instance Segmentation with Inter-Frame Recurrent Attention—0
Investigating Self-Supervised Methods for Label-Efficient Learning—0
Consistent Structural Relation Learning for Zero-Shot Segmentation—0
Gastric histopathology image segmentation using a hierarchical conditional random field—0
GASNet: Weakly-supervised Framework for COVID-19 Lesion Segmentation—0
Instance Scale Normalization for image understanding—0
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All datasetsADE20KNYU-Depth V2Cityscapes testCityscapes valADE20K valPASCAL ContextS3DIS Area5PASCAL VOC 2012 testS3DISScanNetSUN-RGBDDensePASS

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1InternImage-H (M3I Pre-training)Params (M)1,310—Unverified
2ViT-P (InternImage-H)Validation mIoU63.6—Unverified
3ONE-PEACEValidation mIoU63—Unverified
4M3I Pre-training (InternImage-H)Validation mIoU62.9—Unverified
5InternImage-HValidation mIoU62.9—Unverified
6BEiT-3Validation mIoU62.8—Unverified
7EVAValidation mIoU62.3—Unverified
8ViT-P (OneFormer, InternImage-H)Validation mIoU61.6—Unverified
9ViT-Adapter-L (Mask2Former, BEiTv2 pretrain)Validation mIoU61.5—Unverified
10FD-SwinV2-GValidation mIoU61.4—Unverified