SOTAVerified

Semantic Segmentation

Papers

Showing 91100 of 14763 papers

TitleStatusHype
5%>100%: Breaking Performance Shackles of Full Fine-Tuning on Visual Recognition TasksCode3
TCFormer: Visual Recognition via Token Clustering TransformerCode3
VISA: Reasoning Video Object Segmentation via Large Language ModelsCode3
xLSTM-UNet can be an Effective 2D & 3D Medical Image Segmentation Backbone with Vision-LSTM (ViL) better than its Mamba CounterpartCode3
Segment Anything without SupervisionCode3
Point-SAM: Promptable 3D Segmentation Model for Point CloudsCode3
RobustSAM: Segment Anything Robustly on Degraded ImagesCode3
Merlin: A Vision Language Foundation Model for 3D Computed TomographyCode3
VISTA3D: Versatile Imaging SegmenTation and Annotation model for 3D Computed TomographyCode3
Open-YOLO 3D: Towards Fast and Accurate Open-Vocabulary 3D Instance SegmentationCode3
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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