SOTAVerified

Semantic Segmentation

Papers

Showing 36213630 of 14763 papers

TitleStatusHype
Bridge the Points: Graph-based Few-shot Segment Anything SemanticallyCode1
Adaptive Superpixel for Active Learning in Semantic SegmentationCode1
Deep Projective 3D Semantic SegmentationCode1
Less Is More: A Comparison of Active Learning Strategies for 3D Medical Image SegmentationCode1
BBAM: Bounding Box Attribution Map for Weakly Supervised Semantic and Instance SegmentationCode1
SpecTr: Spectral Transformer for Hyperspectral Pathology Image SegmentationCode1
Depth-Assisted ResiDualGAN for Cross-Domain Aerial Images Semantic SegmentationCode1
Meta Omnium: A Benchmark for General-Purpose Learning-to-LearnCode1
LENet: Lightweight And Efficient LiDAR Semantic Segmentation Using Multi-Scale Convolution AttentionCode1
DensePASS: Dense Panoramic Semantic Segmentation via Unsupervised Domain Adaptation with Attention-Augmented Context ExchangeCode1
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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