SOTAVerified

Semantic Segmentation

Papers

Showing 29212930 of 14763 papers

TitleStatusHype
Guided Point Contrastive Learning for Semi-supervised Point Cloud Semantic SegmentationCode1
Multi-Layer Pseudo-Supervision for Histopathology Tissue Semantic Segmentation using Patch-level Classification LabelsCode1
Weakly Supervised Semantic Segmentation by Pixel-to-Prototype ContrastCode1
Reducing Information Bottleneck for Weakly Supervised Semantic SegmentationCode1
Domain Adaptive Semantic Segmentation without Source DataCode1
Continuous Conditional Random Field Convolution for Point Cloud SegmentationCode1
Satellite Image Semantic SegmentationCode1
MD Loss: Efficient Training of 3D Seismic Fault Segmentation Network under Sparse Labels by Weakening Anomaly AnnotationCode1
Semi-Supervised Semantic Segmentation via Adaptive Equalization LearningCode1
Vit-GAN: Image-to-image Translation with Vision Transformes and Conditional GANSCode1
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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