SOTAVerified

Semantic Segmentation

Papers

Showing 28762900 of 14763 papers

TitleStatusHype
LinK: Linear Kernel for LiDAR-based 3D PerceptionCode1
DyCo3D: Robust Instance Segmentation of 3D Point Clouds through Dynamic ConvolutionCode1
Dynamically Instance-Guided Adaptation: A Backward-Free Approach for Test-Time Domain Adaptive Semantic SegmentationCode1
Cal-SFDA: Source-Free Domain-adaptive Semantic Segmentation with Differentiable Expected Calibration ErrorCode1
ASSANet: An Anisotropic Separable Set Abstraction for Efficient Point Cloud Representation LearningCode1
Asymmetric Patch Sampling for Contrastive LearningCode1
Context Prior for Scene SegmentationCode1
DuSSS: Dual Semantic Similarity-Supervised Vision-Language Model for Semi-Supervised Medical Image SegmentationCode1
Duo-SegNet: Adversarial Dual-Views for Semi-Supervised Medical Image SegmentationCode1
LM-Net: A Light-weight and Multi-scale Network for Medical Image SegmentationCode1
Local-Global Context Aware Transformer for Language-Guided Video SegmentationCode1
Context-self contrastive pretraining for crop type semantic segmentationCode1
Local Temperature Scaling for Probability CalibrationCode1
Contextual Attention Network: Transformer Meets U-NetCode1
Contextual Diversity for Active LearningCode1
Learning with Unmasked Tokens Drives Stronger Vision LearnersCode1
Long-tail Detection with Effective Class-MarginsCode1
DuAT: Dual-Aggregation Transformer Network for Medical Image SegmentationCode1
Long-tailed Distribution AdaptationCode1
DVIS: Decoupled Video Instance Segmentation FrameworkCode1
LoSh: Long-Short Text Joint Prediction Network for Referring Video Object SegmentationCode1
A Teacher-Student Framework for Semi-supervised Medical Image Segmentation From Mixed SupervisionCode1
Dynamic Convolution for 3D Point Cloud Instance SegmentationCode1
A Technical Survey and Evaluation of Traditional Point Cloud Clustering Methods for LiDAR Panoptic SegmentationCode1
Dual Progressive Transformations for Weakly Supervised Semantic SegmentationCode1
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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