SOTAVerified

Semantic Segmentation

Papers

Showing 34513475 of 14763 papers

TitleStatusHype
An Automated Real-Time Approach for Image Processing and Segmentation of Fluoroscopic Images and Videos Using a Single Deep Learning Network0
DatUS^2: Data-driven Unsupervised Semantic Segmentation with Pre-trained Self-supervised Vision TransformerCode0
Self-Supervised Vision Transformers Are Efficient Segmentation Learners for Imperfect Labels0
Local Background Estimation for Improved Gas Plume Identification in Hyperspectral Images0
MUSES: The Multi-Sensor Semantic Perception Dataset for Driving under UncertaintyCode1
Explore Synergistic Interaction Across Frames for Interactive Video Object Segmentation0
CIS-UNet: Multi-Class Segmentation of the Aorta in Computed Tomography Angiography via Context-Aware Shifted Window Self-AttentionCode1
Self-supervised Learning of LiDAR 3D Point Clouds via 2D-3D Neural CalibrationCode2
Scaling Up Quantization-Aware Neural Architecture Search for Efficient Deep Learning on the Edge0
Semi-supervised segmentation of land cover images using nonlinear canonical correlation analysis with multiple features and t-SNE0
MOSformer: Momentum encoder-based inter-slice fusion transformer for medical image segmentation0
Exploring Simple Open-Vocabulary Semantic SegmentationCode1
SFC: Shared Feature Calibration in Weakly Supervised Semantic SegmentationCode1
HomeRobot Open Vocabulary Mobile Manipulation Challenge 2023 Participant Report (Team KuzHum)0
Concealed Object Segmentation with Hierarchical Coherence Modeling0
Semantic Prompt Learning for Weakly-Supervised Semantic SegmentationCode1
Collaborative Position Reasoning Network for Referring Image Segmentation0
MetaSeg: Content-Aware Meta-Net for Omni-Supervised Semantic Segmentation0
Out-of-Distribution Detection & Applications With Ablated Learned Temperature EnergyCode0
EmerDiff: Emerging Pixel-level Semantic Knowledge in Diffusion Models0
UniM-OV3D: Uni-Modality Open-Vocabulary 3D Scene Understanding with Fine-Grained Feature RepresentationCode1
Embedded Hyperspectral Band Selection with Adaptive Optimization for Image Semantic Segmentation0
The State of Computer Vision Research in AfricaCode0
ANNA: A Deep Learning Based Dataset in Heterogeneous Traffic for Autonomous VehiclesCode0
S^3M-Net: Joint Learning of Semantic Segmentation and Stereo Matching for Autonomous Driving0
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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