SOTAVerified

Semantic Segmentation

Papers

Showing 93019325 of 14763 papers

TitleStatusHype
Large-scale image segmentation based on distributed clustering algorithmsCode0
Improving Multi-Modal Learning with Uni-Modal Teachers0
Global and Local Contrastive Self-Supervised Learning for Semantic Segmentation of HR Remote Sensing Images0
Quality-Aware Memory Network for Interactive Volumetric Image SegmentationCode1
More than Encoder: Introducing Transformer Decoder to Upsample0
Uncertainty Reduction for Model Adaptation in Semantic Segmentation0
Reciprocal Transformations for Unsupervised Video Object SegmentationCode1
Toward Joint Thing-and-Stuff Mining for Weakly Supervised Panoptic Segmentation0
Point 4D Transformer Networks for Spatio-Temporal Modeling in Point Cloud VideosCode1
PointAugmenting: Cross-Modal Augmentation for 3D Object Detection0
Scale-Aware Graph Neural Network for Few-Shot Semantic SegmentationCode0
Bottom-Up Shift and Reasoning for Referring Image SegmentationCode0
Delving Deep Into Many-to-Many Attention for Few-Shot Video Object SegmentationCode1
LPSNet: A Lightweight Solution for Fast Panoptic Segmentation0
ABMDRNet: Adaptive-Weighted Bi-Directional Modality Difference Reduction Network for RGB-T Semantic Segmentation0
Exploit Visual Dependency Relations for Semantic Segmentation0
Densely Connected Multi-Dilated Convolutional Networks for Dense Prediction TasksCode0
A2-FPN: Attention Aggregation Based Feature Pyramid Network for Instance Segmentation0
Hierarchical Lovasz Embeddings for Proposal-Free Panoptic Segmentation0
CGA-Net: Category Guided Aggregation for Point Cloud Semantic SegmentationCode1
ColorRL: Reinforced Coloring for End-to-End Instance Segmentation0
Learning Calibrated Medical Image Segmentation via Multi-Rater Agreement ModelingCode1
Automated Log-Scale Quantization for Low-Cost Deep Neural Networks0
Embedded Discriminative Attention Mechanism for Weakly Supervised Semantic SegmentationCode1
ATSO: Asynchronous Teacher-Student Optimization for Semi-Supervised Image Segmentation0
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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