SOTAVerified

Semantic Segmentation

Papers

Showing 681690 of 14763 papers

TitleStatusHype
Can Generative Geospatial Diffusion Models Excel as Discriminative Geospatial Foundation Models?0
Visual and Text Prompt Segmentation: A Novel Multi-Model Framework for Remote Sensing0
QuantU-Net: Efficient Wearable Medical Imaging Using Bitwidth as a Trainable Parameter0
Customized SAM 2 for Referring Remote Sensing Image Segmentation0
Task-Specific Knowledge Distillation from the Vision Foundation Model for Enhanced Medical Image Segmentation0
Approximate Size Targets Are Sufficient for Accurate Semantic Segmentation0
OmniSAM: Omnidirectional Segment Anything Model for UDA in Panoramic Semantic Segmentation0
MIRAM: Masked Image Reconstruction Across Multiple Scales for Breast Lesion Risk Prediction0
Aligning Instance-Semantic Sparse Representation towards Unsupervised Object Segmentation and Shape Abstraction with Repeatable Primitives0
Semi-Supervised Medical Image Segmentation via Knowledge Mining from Large Models0
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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