SOTAVerified

Semantic Segmentation

Papers

Showing 391400 of 14763 papers

TitleStatusHype
DiffBEV: Conditional Diffusion Model for Bird's Eye View PerceptionCode2
Diffuse, Attend, and Segment: Unsupervised Zero-Shot Segmentation using Stable DiffusionCode2
A large annotated medical image dataset for the development and evaluation of segmentation algorithmsCode2
Dilated Neighborhood Attention TransformerCode2
DFormer: Rethinking RGBD Representation Learning for Semantic SegmentationCode2
DetectoRS: Detecting Objects with Recursive Feature Pyramid and Switchable Atrous ConvolutionCode2
Interlaced Sparse Self-Attention for Semantic SegmentationCode2
DiffAtlas: GenAI-fying Atlas Segmentation via Image-Mask DiffusionCode2
DI-MaskDINO: A Joint Object Detection and Instance Segmentation ModelCode2
Densely Connected Parameter-Efficient Tuning for Referring Image SegmentationCode2
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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