SOTAVerified

Semantic Segmentation

Papers

Showing 971980 of 14763 papers

TitleStatusHype
Semi-supervised Semantic Segmentation for Remote Sensing Images via Multi-scale Uncertainty Consistency and Cross-Teacher-Student AttentionCode1
A Multi-Scale Feature Extraction and Fusion Deep Learning Method for Classification of Wheat Diseases0
LWGANet: A Lightweight Group Attention Backbone for Remote Sensing Visual TasksCode2
Surface-SOS: Self-Supervised Object Segmentation via Neural Surface RepresentationCode0
Robust Change Captioning in Remote Sensing: SECOND-CC Dataset and MModalCC FrameworkCode0
One-D-Piece: Image Tokenizer Meets Quality-Controllable Compression0
Few-shot Structure-Informed Machinery Part Segmentation with Foundation Models and Graph Neural NetworksCode1
HSPFormer: Hierarchical Spatial Perception Transformer for Semantic SegmentationCode1
Image Segmentation with transformers: An Overview, Challenges and Future0
Scaling up self-supervised learning for improved surgical foundation modelsCode2
Show:102550
← PrevPage 98 of 1477Next →

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