SOTAVerified

Semantic Segmentation

Papers

Showing 34213430 of 14763 papers

TitleStatusHype
Deep clustering: Discriminative embeddings for segmentation and separationCode1
Deep Clustering for Unsupervised Learning of Visual FeaturesCode1
Efficient Visual Pretraining with Contrastive DetectionCode1
BSNet: Box-Supervised Simulation-assisted Mean Teacher for 3D Instance SegmentationCode1
Efficient Urban-scale Point Clouds Segmentation with BEV ProjectionCode1
Efficient Semantic Video Segmentation with Per-frame InferenceCode1
Efficient Self-supervised Vision Pretraining with Local Masked ReconstructionCode1
Efficient Self-Ensemble for Semantic SegmentationCode1
Deep ContourFlow: Advancing Active Contours with Deep LearningCode1
Efficient Semantic Segmentation by Altering Resolutions for Compressed VideosCode1
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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