SOTAVerified

Semantic Segmentation

Papers

Showing 62266250 of 14763 papers

TitleStatusHype
PeakConv: Learning Peak Receptive Field for Radar Semantic SegmentationCode1
PartDistillation: Learning Parts From Instance SegmentationCode1
Mask-Guided Matting in the Wild0
SegLoc: Learning Segmentation-Based Representations for Privacy-Preserving Visual Localization0
Towards Better Stability and Adaptability: Improve Online Self-Training for Model Adaptation in Semantic SegmentationCode1
Weakly Supervised Semantic Segmentation via Adversarial Learning of Classifier and ReconstructorCode1
Network-Free, Unsupervised Semantic Segmentation With Synthetic Images0
Unsupervised 3D Point Cloud Representation Learning by Triangle Constrained Contrast for Autonomous Driving0
Image as a Foreign Language: BEiT Pretraining for Vision and Vision-Language Tasks0
BAEFormer: Bi-Directional and Early Interaction Transformers for Bird's Eye View Semantic Segmentation0
FedSeg: Class-Heterogeneous Federated Learning for Semantic Segmentation0
A Simple Framework for Text-Supervised Semantic SegmentationCode1
Decoupled Semantic Prototypes Enable Learning From Diverse Annotation Types for Semi-Weakly Segmentation in Expert-Driven DomainsCode0
M6Doc: A Large-Scale Multi-Format, Multi-Type, Multi-Layout, Multi-Language, Multi-Annotation Category Dataset for Modern Document Layout AnalysisCode1
Dynamically Instance-Guided Adaptation: A Backward-Free Approach for Test-Time Domain Adaptive Semantic SegmentationCode1
AttentionShift: Iteratively Estimated Part-Based Attention Map for Pointly Supervised Instance Segmentation0
Improving Robustness of Semantic Segmentation to Motion-Blur Using Class-Centric Augmentation0
Deep Deterministic Uncertainty: A New Simple Baseline0
Endpoints Weight Fusion for Class Incremental Semantic Segmentation0
Camouflaged Instance Segmentation via Explicit De-Camouflaging0
Co-Training 2L Submodels for Visual Recognition0
Continuous Pseudo-Label Rectified Domain Adaptive Semantic Segmentation With Implicit Neural RepresentationsCode0
Interactive Segmentation As Gaussion Process ClassificationCode1
Adversarially Masking Synthetic To Mimic Real: Adaptive Noise Injection for Point Cloud Segmentation Adaptation0
Evolved Part Masking for Self-Supervised Learning0
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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