SOTAVerified

Semantic Segmentation

Papers

Showing 29512960 of 14763 papers

TitleStatusHype
Contrastive learning of global and local features for medical image segmentation with limited annotationsCode1
CORE: Cooperative Reconstruction for Multi-Agent PerceptionCode1
MAS-SAM: Segment Any Marine Animal with Aggregated FeaturesCode1
Contrastive Lift: 3D Object Instance Segmentation by Slow-Fast Contrastive FusionCode1
Contrastive Masked Autoencoders are Stronger Vision LearnersCode1
Contrastive Model Adaptation for Cross-Condition Robustness in Semantic SegmentationCode1
360 Depth Estimation in the Wild -- The Depth360 Dataset and the SegFuse NetworkCode1
DyCo3D: Robust Instance Segmentation of 3D Point Clouds through Dynamic ConvolutionCode1
Contrastive Object-level Pre-training with Spatial Noise Curriculum LearningCode1
Dynamic Divide-and-Conquer Adversarial Training for Robust 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
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