SOTAVerified

Semantic Segmentation

Papers

Showing 31113120 of 14763 papers

TitleStatusHype
DeBiFormer: Vision Transformer with Deformable Agent Bi-level Routing AttentionCode1
Generic Attention-model Explainability for Interpreting Bi-Modal and Encoder-Decoder TransformersCode1
Generic-to-Specific Distillation of Masked AutoencodersCode1
Genetic Quantization-Aware Approximation for Non-Linear Operations in TransformersCode1
GenSelfDiff-HIS: Generative Self-Supervision Using Diffusion for Histopathological Image SegmentationCode1
Geodesic-Former: a Geodesic-Guided Few-shot 3D Point Cloud Instance SegmenterCode1
A Unified Framework for U-Net Design and AnalysisCode1
Learning from partially labeled data for multi-organ and tumor segmentationCode1
Cross-Domain Ensemble Distillation for Domain GeneralizationCode1
Learning Integral Objects With Intra-Class Discriminator for Weakly-Supervised Semantic SegmentationCode1
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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