SOTAVerified

Semantic Segmentation

Papers

Showing 40114020 of 14763 papers

TitleStatusHype
Spectral Clustering with Graph Neural Networks for Graph PoolingCode1
Instance Segmentation by Jointly Optimizing Spatial Embeddings and Clustering BandwidthCode1
Unsupervised Learning of Object Keypoints for Perception and ControlCode1
SEN12MS -- A Curated Dataset of Georeferenced Multi-Spectral Sentinel-1/2 Imagery for Deep Learning and Data FusionCode1
MMDetection: Open MMLab Detection Toolbox and BenchmarkCode1
Mask Based Unsupervised Content TransferCode1
A Partially Reversible U-Net for Memory-Efficient Volumetric Image SegmentationCode1
Topology-Preserving Deep Image SegmentationCode1
Data-Free Quantization Through Weight Equalization and Bias CorrectionCode1
`Project & Excite' Modules for Segmentation of Volumetric Medical ScansCode1
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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