SOTAVerified

Semantic Segmentation

Papers

Showing 10611070 of 14763 papers

TitleStatusHype
The Devil is in the Statistics: Mitigating and Exploiting Statistics Difference for Generalizable Semi-supervised Medical Image SegmentationCode1
OAM-TCD: A globally diverse dataset of high-resolution tree cover mapsCode1
Deep ContourFlow: Advancing Active Contours with Deep LearningCode1
Finding Meaning in Points: Weakly Supervised Semantic Segmentation for Event CamerasCode1
No Train, all Gain: Self-Supervised Gradients Improve Deep Frozen RepresentationsCode1
RAPiD-Seg: Range-Aware Pointwise Distance Distribution Networks for 3D LiDAR SegmentationCode1
WPS-SAM: Towards Weakly-Supervised Part Segmentation with Foundation ModelsCode1
Part2Object: Hierarchical Unsupervised 3D Instance SegmentationCode1
Visual Prompt Selection for In-Context Learning SegmentationCode1
3D Weakly Supervised Semantic Segmentation with 2D Vision-Language GuidanceCode1
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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