SOTAVerified

Semantic Segmentation

Papers

Showing 41514175 of 14763 papers

TitleStatusHype
Slimmable Neural NetworksCode1
OTSeg: Multi-prompt Sinkhorn Attention for Zero-Shot Semantic SegmentationCode1
Dual Super-Resolution Learning for Semantic SegmentationCode1
DLOW: Domain Flow for Adaptation and GeneralizationCode0
D-LinkNet: LinkNet with Pretrained Encoder and Dilated Convolution for High Resolution Satellite Imagery Road ExtractionCode0
Boundary-Aware Network for Fast and High-Accuracy Portrait SegmentationCode0
On the Optimal Combination of Cross-Entropy and Soft Dice Losses for Lesion Segmentation with Out-of-Distribution RobustnessCode0
Adaptive Morphological Reconstruction for Seeded Image SegmentationCode0
On the iterative refinement of densely connected representation levels for semantic segmentationCode0
On the Practicality of Deterministic Epistemic UncertaintyCode0
On the relationship between calibrated predictors and unbiased volume estimationCode0
On orthogonal projections for dimension reduction and applications in augmented target loss functions for learning problemsCode0
Online Unsupervised Video Object Segmentation via Contrastive Motion ClusteringCode0
On Mathews Correlation Coefficient and Improved Distance Map Loss for Automatic Glacier Calving Front Segmentation in SAR ImageryCode0
On the Compactness, Efficiency, and Representation of 3D Convolutional Networks: Brain Parcellation as a Pretext TaskCode0
Boundary-Aware Geometric Encoding for Semantic Segmentation of Point CloudsCode0
Boundary-Aware Feature Propagation for Scene SegmentationCode0
An efficient solution for semantic segmentation: ShuffleNet V2 with atrous separable convolutionsCode0
Boundary-aware Context Neural Network for Medical Image SegmentationCode0
Online Normalization for Training Neural NetworksCode0
DiT: Efficient Vision Transformers with Dynamic Token RoutingCode0
Adaptive Memory Management for Video Object SegmentationCode0
On Image Segmentation With Noisy Labels: Characterization and Volume Properties of the Optimal Solutions to Accuracy and DiceCode0
Online Continual Domain Adaptation for Semantic Image Segmentation Using Internal RepresentationsCode0
Distribution-aware Fairness Learning in Medical Image Segmentation From A Control-Theoretic PerspectiveCode0
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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