SOTAVerified

Semantic Segmentation

Papers

Showing 42014225 of 14763 papers

TitleStatusHype
Online pseudo labeling for polyp segmentation with momentum networksCode0
Online Normalization for Training Neural NetworksCode0
Orientation-aware Semantic Segmentation on Icosahedron SpheresCode0
An easy zero-shot learning combination: Texture Sensitive Semantic Segmentation IceHrNet and Advanced Style Transfer Learning StrategyCode0
On Image segmentation using Fractional Gradients-Learning Model Parameters using Approximate Marginal InferenceCode0
DISIR: Deep Image Segmentation with Interactive RefinementCode0
On Image Segmentation With Noisy Labels: Characterization and Volume Properties of the Optimal Solutions to Accuracy and DiceCode0
Disentangling spatio-temporal knowledge for weakly supervised object detection and segmentation in surgical videoCode0
Boosting Video Object Segmentation based on Scale InconsistencyCode0
Adaptive Hierarchical Certification for Segmentation using Randomized SmoothingCode0
Online Continual Domain Adaptation for Semantic Image Segmentation Using Internal RepresentationsCode0
Boosting the Dual-Stream Architecture in Ultra-High Resolution Segmentation with Resolution-Biased Uncertainty EstimationCode0
Disentangle, align and fuse for multimodal and semi-supervised image segmentationCode0
One-stage Video Instance Segmentation: From Frame-in Frame-out to Clip-in Clip-outCode0
One Step Learning, One Step ReviewCode0
One Shot Model For COVID-19 Classification and Lesions Segmentation In Chest CT Scans Using LSTM With Attention MechanismCode0
Discriminative Spatial-Semantic VOS Solution: 1st Place Solution for 6th LSVOSCode0
One Shot Model For COVID-19 Classification and Lesions Segmentation In Chest CT Scans Using LSTM With Attention MechanismCode0
One-Shot Medical Video Object Segmentation via Temporal Contrastive Memory NetworksCode0
Boosting Semantic Segmentation with Semantic BoundariesCode0
One-pass Multi-task Networks with Cross-task Guided Attention for Brain Tumor SegmentationCode0
Adaptive Fusion Affinity Graph with Noise-free Online Low-rank Representation for Natural Image SegmentationCode0
On Enhancing Brain Tumor Segmentation Across Diverse Populations with Convolutional Neural NetworksCode0
Boosting Semantic Segmentation from the Perspective of Explicit Class EmbeddingsCode0
Discriminative features pyramid network for medical image segmentationCode0
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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