SOTAVerified

Semantic Segmentation

Papers

Showing 521530 of 14763 papers

TitleStatusHype
DDP: Diffusion Model for Dense Visual PredictionCode2
Mask-Free Video Instance SegmentationCode2
Universal Few-shot Learning of Dense Prediction Tasks with Visual Token MatchingCode2
Vision Transformer with Quadrangle AttentionCode2
You Only Segment Once: Towards Real-Time Panoptic SegmentationCode2
Spherical Transformer for LiDAR-based 3D RecognitionCode2
CAT-Seg: Cost Aggregation for Open-Vocabulary Semantic SegmentationCode2
M^2SNet: Multi-scale in Multi-scale Subtraction Network for Medical Image SegmentationCode2
Generative Semantic SegmentationCode2
Towards Diverse Binary Segmentation via A Simple yet General Gated NetworkCode2
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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