SOTAVerified

Semantic Segmentation

Papers

Showing 34513475 of 14763 papers

TitleStatusHype
Auto Seg-Loss: Searching Metric Surrogates for Semantic SegmentationCode1
Jaccard Metric Losses: Optimizing the Jaccard Index with Soft LabelsCode1
AutoSweep: Recovering 3D Editable Objectsfrom a Single PhotographCode1
JacobiNeRF: NeRF Shaping with Mutual Information GradientsCode1
Delving Deep Into Many-to-Many Attention for Few-Shot Video Object SegmentationCode1
Joint Learning of Localized Representations from Medical Images and ReportsCode1
Deep evidential fusion with uncertainty quantification and contextual discounting for multimodal medical image segmentationCode1
AutoVisual Fusion Suite: A Comprehensive Evaluation of Image Segmentation and Voice Conversion Tools on HuggingFace PlatformCode1
AuxAdapt: Stable and Efficient Test-Time Adaptation for Temporally Consistent Video Semantic SegmentationCode1
Self-supervised Equivariant Attention Mechanism for Weakly Supervised Semantic SegmentationCode1
Active Learning for Improved Semi-Supervised Semantic Segmentation in Satellite ImagesCode1
Self-Supervised Generative Style Transfer for One-Shot Medical Image SegmentationCode1
Active learning for medical image segmentation with stochastic batchesCode1
JSENet: Joint Semantic Segmentation and Edge Detection Network for 3D Point CloudsCode1
Mask-conditioned latent diffusion for generating gastrointestinal polyp imagesCode1
Self-Supervised Learning of Object Parts for Semantic SegmentationCode1
Kandinsky Conformal Prediction: Efficient Calibration of Image Segmentation AlgorithmsCode1
Keep It SimPool: Who Said Supervised Transformers Suffer from Attention Deficit?Code1
Kartezio: Evolutionary Design of Explainable Pipelines for Biomedical Image AnalysisCode1
Deep Fusion of Local and Non-Local Features for Precision Landslide RecognitionCode1
Avatar Knowledge Distillation: Self-ensemble Teacher Paradigm with UncertaintyCode1
KITTI-CARLA: a KITTI-like dataset generated by CARLA SimulatorCode1
Masked Diffusion as Self-supervised Representation LearnerCode1
Self-supervised Object Tracking with Cycle-consistent Siamese NetworksCode1
Mask Guided Attention For Fine-Grained Patchy Image ClassificationCode1
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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