SOTAVerified

Semantic Segmentation

Papers

Showing 35913600 of 14763 papers

TitleStatusHype
1st Place Solution for the UVO Challenge on Image-based Open-World Segmentation 2021Code1
Deeply supervised salient object detection with short connectionsCode1
Semantic Segmentation of Remote Sensing Images with Sparse AnnotationsCode1
Semantic segmentation of sparse irregular point clouds for leaf/wood discriminationCode1
Deep Metric Learning for Open World Semantic SegmentationCode1
DeepMIM: Deep Supervision for Masked Image ModelingCode1
Dual Progressive Transformations for Weakly Supervised Semantic SegmentationCode1
Enhancing MR Image Segmentation with Realistic Adversarial Data AugmentationCode1
Amodal Ground Truth and Completion in the WildCode1
Enhancing Pseudo Label Quality for Semi-Supervised Domain-Generalized Medical Image 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