SOTAVerified

Semantic Segmentation

Papers

Showing 39713980 of 14763 papers

TitleStatusHype
Disentangle then Parse:Night-time Semantic Segmentation with Illumination DisentanglementCode1
1st Place Solution to NeurIPS 2022 Challenge on Visual Domain AdaptationCode1
Multi-level Context Gating of Embedded Collective Knowledge for Medical Image SegmentationCode1
Unsupervised RGB-to-Thermal Domain Adaptation via Multi-Domain Attention NetworkCode1
BoundarySqueeze: Image Segmentation as Boundary SqueezingCode1
Disjoint Masking with Joint Distillation for Efficient Masked Image ModelingCode1
Post-Training Piecewise Linear Quantization for Deep Neural NetworksCode1
DINOv2 based Self Supervised Learning For Few Shot Medical Image SegmentationCode1
Dispel Darkness for Better Fusion: A Controllable Visual Enhancer based on Cross-modal Conditional Adversarial LearningCode1
Disentangled Non-Local Neural NetworksCode1
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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