SOTAVerified

Semantic Segmentation

Papers

Showing 1040110425 of 14763 papers

TitleStatusHype
Cross-Modal Self-Attention Distillation for Prostate Cancer Segmentation0
Automatic Brain Tumor Segmentation with Scale Attention NetworkCode0
"What's This?" -- Learning to Segment Unknown Objects from Manipulation SequencesCode1
Self-Supervised Learning for Biological Sample Localization in 3D Tomographic Images0
Towards Efficient Scene Understanding via Squeeze ReasoningCode1
Street to Cloud: Improving Flood Maps With Crowdsourcing and Semantic Segmentation0
Multi-layer Feature Aggregation for Deep Scene Parsing Models0
Hypersim: A Photorealistic Synthetic Dataset for Holistic Indoor Scene UnderstandingCode2
Lightweight Model For The Prediction of COVID-19 Through The Detection And Segmentation of Lesions in Chest CT ScansCode1
Crack Detection as a Weakly-Supervised Problem: Towards Achieving Less Annotation-Intensive Crack DetectorsCode1
A deep learning classifier for local ancestry inferenceCode0
Learning Regional Purity for Instance Segmentation on 3D Point CloudsCode0
Towards Map-Based Validation of Semantic Segmentation Masks0
Domain Adaptive Knowledge Distillation for Driving Scene Semantic SegmentationCode1
Multi Projection Fusion for Real-time Semantic Segmentation of 3D LiDAR Point Clouds0
Distribution-aware Margin Calibration for Medical Image Segmentation0
Learning Representations from Audio-Visual Spatial Alignment0
Recyclable Waste Identification Using CNN Image Recognition and Gaussian Clustering0
U-Net and its variants for medical image segmentation: theory and applications0
Point TransformerCode1
Reducing the Annotation Effort for Video Object Segmentation Datasets0
PBP-Net: Point Projection and Back-Projection Network for 3D Point Cloud Segmentation0
MARNet: Multi-Abstraction Refinement Network for 3D Point Cloud Analysis0
Actor and Action Modular Network for Text-based Video Segmentation0
ASIST: Annotation-free synthetic instance segmentation and tracking for microscope video analysis0
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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