SOTAVerified

Semantic Segmentation

Papers

Showing 46014625 of 14763 papers

TitleStatusHype
Free Supervision From Video Games0
Beyond Fixed Grid: Learning Geometric Image Representation with a Deformable Grid0
A Multi-Stage Multi-Task Neural Network for Aerial Scene Interpretation and Geolocalization0
DenseMP: Unsupervised Dense Pre-training for Few-shot Medical Image Segmentation0
Densely Decoded Networks with Adaptive Deep Supervision for Medical Image Segmentation0
Beyond Entropy: Style Transfer Guided Single Image Continual Test-Time Adaptation0
FreeSeg: Free Mask from Interpretable Contrastive Language-Image Pretraining for Semantic Segmentation0
Beyond Discriminative Regions: Saliency Maps as Alternatives to CAMs for Weakly Supervised Semantic Segmentation0
Densely connected multidilated convolutional networks for dense prediction tasks0
RevealNet: Seeing Behind Objects in RGB-D Scans0
FreeSeg-Diff: Training-Free Open-Vocabulary Segmentation with Diffusion Models0
FreeSeg: Unified, Universal and Open-Vocabulary Image Segmentation0
Dense Graph Convolutional Neural Networks on 3D Meshes for 3D Object Segmentation and Classification0
Beyond CNNs: Exploiting Further Inherent Symmetries in Medical Image Segmentation0
Dense Fusion Classmate Network for Land Cover Classification0
Beyond Classification: Directly Training Spiking Neural Networks for Semantic Segmentation0
A multi-stage GAN for multi-organ chest X-ray image generation and segmentation0
Guided Anisotropic Diffusion and Iterative Learning for Weakly Supervised Change Detection0
Dense Dual-Path Network for Real-time Semantic Segmentation0
DenseDINO: Boosting Dense Self-Supervised Learning with Token-Based Point-Level Consistency0
Beyond Bare Queries: Open-Vocabulary Object Grounding with 3D Scene Graph0
Dense Decoder Shortcut Connections for Single-Pass Semantic Segmentation0
Adapting Off-the-Shelf Source Segmenter for Target Medical Image Segmentation0
Beyond Appearance: Geometric Cues for Robust Video Instance Segmentation0
Dense CNN Learning with Equivalent Mappings0
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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