SOTAVerified

Semantic Segmentation

Papers

Showing 1067610700 of 14763 papers

TitleStatusHype
Probabilistic Deep Learning for Instance Segmentation0
LULC Segmentation of RGB Satellite Image Using FCN-80
3D for Free: Crossmodal Transfer Learning using HD Maps0
EfficientFCN: Holistically-guided Decoding for Semantic Segmentation0
CSCL: Critical Semantic-Consistent Learning for Unsupervised Domain Adaptation0
m2caiSeg: Semantic Segmentation of Laparoscopic Images using Convolutional Neural NetworksCode0
Robust Vision Challenge 2020 -- 1st Place Report for Panoptic Segmentation0
Seesaw Loss for Long-Tailed Instance SegmentationCode1
ScribbleBox: Interactive Annotation Framework for Video Object Segmentation0
One Weight Bitwidth to Rule Them All0
Symbolic Semantic Segmentation and Interpretation of COVID-19 Lung Infections in Chest CT volumes based on Emergent Languages0
Towards Autonomous Driving: a Multi-Modal 360^ Perception Proposal0
Semantic Segmentation and Data Fusion of Microsoft Bing 3D Cities and Small UAV-based Photogrammetric Data0
Beyond Fixed Grid: Learning Geometric Image Representation with a Deformable Grid0
Delving Deeper into Anti-aliasing in ConvNetsCode1
ISSAFE: Improving Semantic Segmentation in Accidents by Fusing Event-based DataCode1
Multi-scale Interaction for Real-time LiDAR Data Segmentation on an Embedded PlatformCode1
MATNet: Motion-Attentive Transition Network for Zero-Shot Video Object SegmentationCode1
Salient Instance Segmentation with Region and Box-level Annotations0
Towards Lightweight Lane Detection by Optimizing Spatial EmbeddingCode1
SegCodeNet: Color-Coded Segmentation Masks for Activity Detection from Wearable Cameras0
DONet: Dual Objective Networks for Skin Lesion Segmentation0
Image Segmentation of Zona-Ablated Human Blastocysts0
TIDE: A General Toolbox for Identifying Object Detection ErrorsCode1
PC-U Net: Learning to Jointly Reconstruct and Segment the Cardiac Walls in 3D from CT Data0
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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