SOTAVerified

Semantic Segmentation

Papers

Showing 72017250 of 14763 papers

TitleStatusHype
Flower Categorization using Deep Convolutional Neural Networks0
FlowCut: Unsupervised Video Instance Segmentation via Temporal Mask Matching0
A Simple Baseline with Single-encoder for Referring Image Segmentation0
Flow Based Self-supervised Pixel Embedding for Image Segmentation0
Label Filling via Mixed Supervision for Medical Image Segmentation from Noisy Annotations0
Label-free Neural Semantic Image Synthesis0
Flow 2.0 -a flexible, scalable, cross-platform post-processing software for realtime phase contrast sequences0
ACE-Net: Biomedical Image Segmentation with Augmented Contracting and Expansive Paths0
3DFusion, A real-time 3D object reconstruction pipeline based on streamed instance segmented data0
Labeling Indoor Scenes with Fusion of Out-of-the-Box Perception Models0
Labeling Panoramas with Spherical Hourglass Networks0
Labeling Where Adapting Fails: Cross-Domain Semantic Segmentation with Point Supervision via Active Selection0
Locating Noise is Halfway Denoising for Semi-Supervised Segmentation0
L-MAE: Masked Autoencoders are Semantic Segmentation Datasets Augmenter0
LocTex: Learning Data-Efficient Visual Representations from Localized Textual Supervision0
Label noise in segmentation networks : mitigation must deal with bias0
Label-PEnet: Sequential Label Propagation and Enhancement Networks for Weakly Supervised Instance Segmentation0
Complementary Information Mutual Learning for Multimodality Medical Image Segmentation0
Label Refinement Network for Coarse-to-Fine Semantic Segmentation0
Deep Multi-Task Networks For Occluded Pedestrian Pose Estimation0
Label Sharing Incremental Learning Framework for Independent Multi-Label Segmentation Tasks0
Label super-resolution networks0
Localizing Adverts in Outdoor Scenes0
A Simple Background Augmentation Method for Object Detection with Diffusion Model0
LACOSTE: Exploiting stereo and temporal contexts for surgical instrument segmentation0
Locally Adaptive Learning Loss for Semantic Image Segmentation0
Complementary Bi-directional Feature Compression for Indoor 360° Semantic Segmentation with Self-distillation0
Deep Neural Networks and PIDE discretizations0
Deep Neural Networks for Automatic Grain-matrix Segmentation in Plane and Cross-polarized Sandstone Photomicrographs0
LAECIPS: Large Vision Model Assisted Adaptive Edge-Cloud Collaboration for IoT-based Embodied Intelligence System0
A Simple Approach for Visual Rearrangement: 3D Mapping and Semantic Search0
Adversarial Transfer of Pose Estimation Regression0
CompetitorFormer: Competitor Transformer for 3D Instance Segmentation0
Deep Neural Networks Learn Meta-Structures from Noisy Labels in Semantic Segmentation0
Competitive Simplicity for Multi-Task Learning for Real-Time Foggy Scene Understanding via Domain Adaptation0
FLAVARS: A Multimodal Foundational Language and Vision Alignment Model for Remote Sensing0
Adversarial training and dilated convolutions for brain MRI segmentation0
Deep Neural Patchworks: Coping with Large Segmentation Tasks0
FLARES: Fast and Accurate LiDAR Multi-Range Semantic Segmentation0
Competitive Learning for Achieving Content-specific Filters in Video Coding for Machines0
Flame quality monitoring of flare stack based on deep visual features0
Competitive Ensembling Teacher-Student Framework for Semi-Supervised Left Atrium MRI Segmentation0
Land Cover Semantic Segmentation Using ResUNet0
ACE: Adapting to Changing Environments for Semantic Segmentation0
Land use mapping in the Three Gorges Reservoir Area based on semantic segmentation deep learning method0
Lane detection in complex scenes based on end-to-end neural network0
Competition vs. Concatenation in Skip Connections of Fully Convolutional Networks0
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
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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