SOTAVerified

Semantic Segmentation

Papers

Showing 30013010 of 14763 papers

TitleStatusHype
ShapeConv: Shape-aware Convolutional Layer for Indoor RGB-D Semantic SegmentationCode1
Tune it the Right Way: Unsupervised Validation of Domain Adaptation via Soft Neighborhood DensityCode1
A Weakly Supervised Amodal Segmenter with Boundary Uncertainty EstimationCode1
Efficient Medical Image Segmentation Based on Knowledge DistillationCode1
A Technical Survey and Evaluation of Traditional Point Cloud Clustering Methods for LiDAR Panoptic SegmentationCode1
BlockCopy: High-Resolution Video Processing with Block-Sparse Feature Propagation and Online PoliciesCode1
Trans4Trans: Efficient Transformer for Transparent Object and Semantic Scene Segmentation in Real-World Navigation AssistanceCode1
VIL-100: A New Dataset and A Baseline Model for Video Instance Lane DetectionCode1
CenterPoly: real-time instance segmentation using bounding polygonsCode1
Multi-Anchor Active Domain Adaptation for Semantic 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