SOTAVerified

Semantic Segmentation

Papers

Showing 30113020 of 14763 papers

TitleStatusHype
Flying Guide Dog: Walkable Path Discovery for the Visually Impaired Utilizing Drones and Transformer-based Semantic SegmentationCode1
Foreground-Background Separation through Concept Distillation from Generative Image Foundation ModelsCode1
Attention guided global enhancement and local refinement network for semantic segmentationCode1
CAD: Memory Efficient Convolutional Adapter for Segment AnythingCode1
DATA: Domain-Aware and Task-Aware Self-supervised LearningCode1
Data-Free Quantization Through Weight Equalization and Bias CorrectionCode1
FocalUNETR: A Focal Transformer for Boundary-aware Segmentation of CT ImagesCode1
DC-SAM: In-Context Segment Anything in Images and Videos via Dual ConsistencyCode1
Decoupled Dynamic Filter NetworksCode1
Laplacian-Former: Overcoming the Limitations of Vision Transformers in Local Texture DetectionCode1
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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