SOTAVerified

Semantic Segmentation

Papers

Showing 65016525 of 14763 papers

TitleStatusHype
Out-of-Candidate Rectification for Weakly Supervised Semantic Segmentation0
Self-Supervised Pre-training of 3D Point Cloud Networks with Image Data0
Towards Automated Polyp Segmentation Using Weakly- and Semi-Supervised Learning and Deformable Transformers0
LoopDA: Constructing Self-loops to Adapt Nighttime Semantic SegmentationCode0
Doubly Contrastive End-to-End Semantic Segmentation for Autonomous Driving under Adverse WeatherCode0
Instance-specific and Model-adaptive Supervision for Semi-supervised Semantic SegmentationCode1
EHSNet: End-to-End Holistic Learning Network for Large-Size Remote Sensing Image Semantic Segmentation0
Computational Imaging for Machine Perception: Transferring Semantic Segmentation beyond AberrationsCode0
Vision Transformer with Super Token SamplingCode1
Task-Specific Data Augmentation and Inference Processing for VIPriors Instance Segmentation Challenge0
Self-Supervised 3D Traversability Estimation with Proxy Bank Guidance0
Semantic Segmentation for Fully Automated Macrofouling Analysis on Coatings after Field ExposureCode0
SLLEN: Semantic-aware Low-light Image Enhancement Network0
ProSFDA: Prompt Learning based Source-free Domain Adaptation for Medical Image SegmentationCode1
Mean Shift Mask Transformer for Unseen Object Instance SegmentationCode1
L-MAE: Masked Autoencoders are Semantic Segmentation Datasets Augmenter0
Progressively Dual Prior Guided Few-shot Semantic Segmentation0
Coarse-to-fine Task-driven Inpainting for Geoscience Images0
Attention-based Class Activation Diffusion for Weakly-Supervised Semantic Segmentation0
Adaptive Edge-to-Edge Interaction Learning for Point Cloud Analysis0
HALSIE: Hybrid Approach to Learning Segmentation by Simultaneously Exploiting Image and Event Modalities0
PIDray: A Large-scale X-ray Benchmark for Real-World Prohibited Item DetectionCode1
Mixture Domain Adaptation to Improve Semantic Segmentation in Real-World SurveillanceCode1
SeaTurtleID2022: A long-span dataset for reliable sea turtle re-identification0
Multi-view Inverse Rendering for Large-scale Real-world Indoor ScenesCode1
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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