SOTAVerified

Semantic Segmentation

Papers

Showing 39513960 of 14763 papers

TitleStatusHype
Robust Semantic Segmentation of Brain Tumor Regions from 3D MRIsCode1
Unpaired Multi-modal Segmentation via Knowledge DistillationCode1
Agriculture-Vision: A Large Aerial Image Database for Agricultural Pattern AnalysisCode1
Visual Semantic SLAM with Landmarks for Large-Scale Outdoor EnvironmentCode1
BlendMask: Top-Down Meets Bottom-Up for Instance SegmentationCode1
A Generalized Deep Learning Framework for Whole-Slide Image Segmentation and AnalysisCode1
Multi-organ Segmentation over Partially Labeled Datasets with Multi-scale Feature AbstractionCode1
Towards Accurate Post-training Network Quantization via Bit-Split and StitchingCode1
Unsupervised Scene Adaptation with Memory Regularization in vivoCode1
Automated Segmentation of Optical Coherence Tomography Angiography Images: Benchmark Data and Clinically Relevant MetricsCode1
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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