SOTAVerified

Semantic Segmentation

Papers

Showing 121130 of 14763 papers

TitleStatusHype
How to build the best medical image segmentation algorithm using foundation models: a comprehensive empirical study with Segment Anything ModelCode3
LightM-UNet: Mamba Assists in Lightweight UNet for Medical Image SegmentationCode3
MTP: Advancing Remote Sensing Foundation Model via Multi-Task PretrainingCode3
FDA: Fourier Domain Adaptation for Semantic SegmentationCode3
A Short Review and Evaluation of SAM2's Performance in 3D CT Image SegmentationCode3
A Simple Framework for Open-Vocabulary Segmentation and DetectionCode3
FRACTAL: An Ultra-Large-Scale Aerial Lidar Dataset for 3D Semantic Segmentation of Diverse LandscapesCode3
Exploring Regional Clues in CLIP for Zero-Shot Semantic SegmentationCode3
Anything-3D: Towards Single-view Anything Reconstruction in the WildCode3
A Survey of Camouflaged Object Detection and BeyondCode3
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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