SOTAVerified

Semantic Segmentation

Papers

Showing 526550 of 14763 papers

TitleStatusHype
Aerial Lifting: Neural Urban Semantic and Building Instance Lifting from Aerial ImageryCode2
DiffRect: Latent Diffusion Label Rectification for Semi-supervised Medical Image SegmentationCode2
Diffuse, Attend, and Segment: Unsupervised Zero-Shot Segmentation using Stable DiffusionCode2
Dilated Neighborhood Attention TransformerCode2
DiverGen: Improving Instance Segmentation by Learning Wider Data Distribution with More Diverse Generative DataCode2
DFormer: Rethinking RGBD Representation Learning for Semantic SegmentationCode2
Adversarial Supervision Makes Layout-to-Image Diffusion Models ThriveCode2
Augmented Object Intelligence with XR-ObjectsCode2
DiffAtlas: GenAI-fying Atlas Segmentation via Image-Mask DiffusionCode2
DenseNets Reloaded: Paradigm Shift Beyond ResNets and ViTsCode2
Audio-Visual Segmentation with SemanticsCode2
Densely Connected Parameter-Efficient Tuning for Referring Image SegmentationCode2
Deep Spectral Methods: A Surprisingly Strong Baseline for Unsupervised Semantic Segmentation and LocalizationCode2
Delineate Anything: Resolution-Agnostic Field Boundary Delineation on Satellite ImageryCode2
Deep Incubation: Training Large Models by Divide-and-ConqueringCode2
Deep Snake for Real-Time Instance SegmentationCode2
Delivering Arbitrary-Modal Semantic SegmentationCode2
DetectoRS: Detecting Objects with Recursive Feature Pyramid and Switchable Atrous ConvolutionCode2
DiffBEV: Conditional Diffusion Model for Bird's Eye View PerceptionCode2
Diversified and Personalized Multi-rater Medical Image SegmentationCode2
Deep Video Prior for Video Consistency and PropagationCode2
DeCLIP: Decoupled Learning for Open-Vocabulary Dense PerceptionCode2
DDP: Diffusion Model for Dense Visual PredictionCode2
Decoupling Features in Hierarchical Propagation for Video Object SegmentationCode2
DAT++: Spatially Dynamic Vision Transformer with Deformable AttentionCode2
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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