SOTAVerified

Semantic Segmentation

Papers

Showing 26712680 of 14763 papers

TitleStatusHype
Active Token MixerCode1
ROOD-MRI: Benchmarking the robustness of deep learning segmentation models to out-of-distribution and corrupted data in MRICode1
Temporal Context for Robust Maritime Obstacle DetectionCode1
Representation Compensation Networks for Continual Semantic SegmentationCode1
On-the-Fly Test-time Adaptation for Medical Image SegmentationCode1
Contrastive Boundary Learning for Point Cloud SegmentationCode1
PHTrans: Parallelly Aggregating Global and Local Representations for Medical Image SegmentationCode1
RankSeg: Adaptive Pixel Classification with Image Category Ranking for SegmentationCode1
End-to-End Semi-Supervised Learning for Video Action DetectionCode1
NaviAirway: a Bronchiole-sensitive Deep Learning-based Airway Segmentation PipelineCode1
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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