SOTAVerified

Semantic Segmentation

Papers

Showing 72767300 of 14763 papers

TitleStatusHype
LapSeg3D: Weakly Supervised Semantic Segmentation of Point Clouds Representing Laparoscopic Scenes0
Flame quality monitoring of flare stack based on deep visual features0
Large Batch and Patch Size Training for Medical Image Segmentation0
Competitive Ensembling Teacher-Student Framework for Semi-Supervised Left Atrium MRI Segmentation0
ACE: Adapting to Changing Environments for Semantic Segmentation0
Competition vs. Concatenation in Skip Connections of Fully Convolutional Networks0
AdaMV-MoE: Adaptive Multi-Task Vision Mixture-of-Experts0
FixMatchSeg: Fixing FixMatch for Semi-Supervised Semantic Segmentation0
ACDC: The Adverse Conditions Dataset with Correspondences for Robust Semantic Driving Scene Perception0
A Simple and Generic Framework for Feature Distillation via Channel-wise Transformation0
Deep Semantic Segmentation for Automated Driving: Taxonomy, Roadmap and Challenges0
FISHING Net: Future Inference of Semantic Heatmaps In Grids0
FisheyeMultiNet: Real-time Multi-task Learning Architecture for Surround-view Automated Parking System0
Large-scale EM Analysis of the Drosophila Antennal Lobe with Automatically Computed Synapse Point Clouds0
Deep Semantic Segmentation for Multi-Source Localization Using Angle of Arrival Measurements0
3D Freehand Ultrasound using Visual Inertial and Deep Inertial Odometry for Measuring Patellar Tracking0
Large-Scale Land Cover Mapping with Fine-Grained Classes via Class-Aware Semi-Supervised Semantic Segmentation0
FisheyeDetNet: 360° Surround view Fisheye Camera based Object Detection System for Autonomous Driving0
Large-scale spectral clustering using diffusion coordinates on landmark-based bipartite graphs0
FisherTune: Fisher-Guided Robust Tuning of Vision Foundation Models for Domain Generalized Segmentation0
Compassionately Conservative Balanced Cuts for Image Segmentation0
FISBe: A Real-World Benchmark Dataset for Instance Segmentation of Long-Range Thin Filamentous Structures0
Comparison of UNet, ENet, and BoxENet for Segmentation of Mast Cells in Scans of Histological Slices0
First arrival picking using U-net with Lovasz loss and nearest point picking method0
Comparison of the Deep-Learning-Based Automated Segmentation Methods for the Head Sectioned Images of the Virtual Korean Human Project0
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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
4M3I Pre-training (InternImage-H)Validation mIoU62.9Unverified
5InternImage-HValidation 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