SOTAVerified

Semantic Segmentation

Papers

Showing 11811190 of 14763 papers

TitleStatusHype
A Semantic Segmentation-guided Approach for Ground-to-Aerial Image MatchingCode1
Visual Prompting for Generalized Few-shot Segmentation: A Multi-scale ApproachCode1
Learning from Unlabelled Data with Transformers: Domain Adaptation for Semantic Segmentation of High Resolution Aerial ImagesCode1
Learnable Prompt for Few-Shot Semantic Segmentation in Remote Sensing DomainCode1
A Concise Tiling Strategy for Preserving Spatial Context in Earth Observation ImageryCode1
Domain-Rectifying Adapter for Cross-Domain Few-Shot SegmentationCode1
ECLAIR: A High-Fidelity Aerial LiDAR Dataset for Semantic SegmentationCode1
nnU-Net Revisited: A Call for Rigorous Validation in 3D Medical Image SegmentationCode1
Let-It-Flow: Simultaneous Optimization of 3D Flow and Object ClusteringCode1
SEVD: Synthetic Event-based Vision Dataset for Ego and Fixed Traffic PerceptionCode1
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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