SOTAVerified

Semantic Segmentation

Papers

Showing 32213230 of 14763 papers

TitleStatusHype
LENet: Lightweight And Efficient LiDAR Semantic Segmentation Using Multi-Scale Convolution AttentionCode1
High-Resolution Cloud Detection NetworkCode1
High Temporal Consistency through Semantic Similarity Propagation in Semi-Supervised Video Semantic Segmentation for Autonomous FlightCode1
High-Resolution Swin Transformer for Automatic Medical Image SegmentationCode1
Deep clustering: Discriminative embeddings for segmentation and separationCode1
Referred by Multi-Modality: A Unified Temporal Transformer for Video Object SegmentationCode1
HiLoTs: High-Low Temporal Sensitive Representation Learning for Semi-Supervised LiDAR Segmentation in Autonomous DrivingCode1
Deep Clustering for Unsupervised Learning of Visual FeaturesCode1
Deep ContourFlow: Advancing Active Contours with Deep LearningCode1
Less Is More: A Comparison of Active Learning Strategies for 3D Medical Image SegmentationCode1
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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