SOTAVerified

Semantic Segmentation

Papers

Showing 32313240 of 14763 papers

TitleStatusHype
Beyond pixel-wise supervision for segmentation: A few global shape descriptors might be surprisingly good!Code1
Robust 3D Cell Segmentation: Extending the View of CellposeCode1
ISTR: End-to-End Instance Segmentation with TransformersCode1
Self-supervised Augmentation Consistency for Adapting Semantic SegmentationCode1
SegmentMeIfYouCan: A Benchmark for Anomaly SegmentationCode1
Emerging Properties in Self-Supervised Vision TransformersCode1
Decoupled Dynamic Filter NetworksCode1
Domain Adaptive Semantic Segmentation with Self-Supervised Depth EstimationCode1
Twins: Revisiting the Design of Spatial Attention in Vision TransformersCode1
DeepSatData: Building large scale datasets of satellite images for training machine learning modelsCode1
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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