SOTAVerified

Semantic Segmentation

Papers

Showing 18011825 of 14763 papers

TitleStatusHype
3D Semantic Segmentation in the Wild: Learning Generalized Models for Adverse-Condition Point CloudsCode1
HoHoNet: 360 Indoor Holistic Understanding with Latent Horizontal FeaturesCode1
Adversarial Dual-Student with Differentiable Spatial Warping for Semi-Supervised Semantic SegmentationCode1
HoughNet: Integrating near and long-range evidence for visual detectionCode1
Deformable Kernel Networks for Joint Image FilteringCode1
How to Benchmark Vision Foundation Models for Semantic Segmentation?Code1
DeformUX-Net: Exploring a 3D Foundation Backbone for Medical Image Segmentation with Depthwise Deformable ConvolutionCode1
Amodal Intra-class Instance Segmentation: Synthetic Datasets and BenchmarkCode1
A Curriculum Domain Adaptation Approach to the Semantic Segmentation of Urban ScenesCode1
DeepVoxNet2: Yet another CNN frameworkCode1
HRFormer: High-Resolution Transformer for Dense PredictionCode1
BBAM: Bounding Box Attribution Map for Weakly Supervised Semantic and Instance SegmentationCode1
BDD100K: A Diverse Driving Dataset for Heterogeneous Multitask LearningCode1
HRFuser: A Multi-resolution Sensor Fusion Architecture for 2D Object DetectionCode1
BuildingNet: Learning to Label 3D BuildingsCode1
Multi-Scale High-Resolution Vision Transformer for Semantic SegmentationCode1
A Robust Feature Downsampling Module for Remote Sensing Visual TasksCode1
Behind Every Domain There is a Shift: Adapting Distortion-aware Vision Transformers for Panoramic Semantic SegmentationCode1
DEFN: Dual-Encoder Fourier Group Harmonics Network for Three-Dimensional Indistinct-Boundary Object SegmentationCode1
Deep Variational Instance SegmentationCode1
AMOS: A Large-Scale Abdominal Multi-Organ Benchmark for Versatile Medical Image SegmentationCode1
Belief Propagation Reloaded: Learning BP-Layers for Labeling ProblemsCode1
Deep Structured Instance Graph for Distilling Object DetectorsCode1
Deformable ConvNets v2: More Deformable, Better ResultsCode1
DeiSAM: Segment Anything with Deictic PromptingCode1
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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