SOTAVerified

Semantic Segmentation

Papers

Showing 47014710 of 14763 papers

TitleStatusHype
A Lightweight U-like Network Utilizing Neural Memory Ordinary Differential Equations for Slimming the DecoderCode0
DDSL: Deep Differentiable Simplex Layer for Learning Geometric SignalsCode0
Multi-domain semantic segmentation with overlapping labelsCode0
Multi-Granularity Denoising and Bidirectional Alignment for Weakly Supervised Semantic SegmentationCode0
Multi-Context Temporal Consistent Modeling for Referring Video Object SegmentationCode0
MultiDepth: Single-Image Depth Estimation via Multi-Task Regression and ClassificationCode0
DDFP: Data-dependent Frequency Prompt for Source Free Domain Adaptation of Medical Image SegmentationCode0
Multi-Dimensional Recurrent Neural NetworksCode0
Multichannel Semantic Segmentation with Unsupervised Domain AdaptationCode0
GUNNEL: Guided Mixup Augmentation and Multi-View Fusion for Aquatic Animal SegmentationCode0
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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