SOTAVerified

Semantic Segmentation

Papers

Showing 11511175 of 14763 papers

TitleStatusHype
A hierarchical semantic segmentation framework for computer vision-based bridge damage detectionCode1
CAD: Memory Efficient Convolutional Adapter for Segment AnythingCode1
Channelized Axial Attention for Semantic Segmentation -- Considering Channel Relation within Spatial Attention for Semantic SegmentationCode1
3D Mitochondria Instance Segmentation with Spatio-Temporal TransformersCode1
Cal-SFDA: Source-Free Domain-adaptive Semantic Segmentation with Differentiable Expected Calibration ErrorCode1
Content-aware Token Sharing for Efficient Semantic Segmentation with Vision TransformersCode1
DHR: Dual Features-Driven Hierarchical Rebalancing in Inter- and Intra-Class Regions for Weakly-Supervised Semantic SegmentationCode1
Differentiable Soft-Masked AttentionCode1
Distilling Knowledge via Knowledge ReviewCode1
DropLoss for Long-Tail Instance SegmentationCode1
Agronav: Autonomous Navigation Framework for Agricultural Robots and Vehicles using Semantic Segmentation and Semantic Line DetectionCode1
Building Extraction from Remote Sensing Images via an Uncertainty-Aware NetworkCode1
BuildingNet: Learning to Label 3D BuildingsCode1
Agriculture-Vision: A Large Aerial Image Database for Agricultural Pattern AnalysisCode1
3D-MiniNet: Learning a 2D Representation from Point Clouds for Fast and Efficient 3D LIDAR Semantic SegmentationCode1
Building a Strong Pre-Training Baseline for Universal 3D Large-Scale PerceptionCode1
BURST: A Benchmark for Unifying Object Recognition, Segmentation and Tracking in VideoCode1
Detection and Segmentation of Lesion Areas in Chest CT Scans For The Prediction of COVID-19Code1
BT-Unet: A self-supervised learning framework for biomedical image segmentation using Barlow Twins with U-Net modelsCode1
A Good Foundation is Worth Many Labels: Label-Efficient Panoptic SegmentationCode1
BSNet: Box-Supervised Simulation-assisted Mean Teacher for 3D Instance SegmentationCode1
Detection and Retrieval of Out-of-Distribution Objects in Semantic SegmentationCode1
DETRs with Hybrid MatchingCode1
Bridging Vision and Language Encoders: Parameter-Efficient Tuning for Referring Image SegmentationCode1
Detect Any Shadow: Segment Anything for Video Shadow DetectionCode1
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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