SOTAVerified

Semantic Segmentation

Papers

Showing 29712980 of 14763 papers

TitleStatusHype
LABELMAKER: Automatic Semantic Label Generation from RGB-D TrajectoriesCode1
DACS: Domain Adaptation via Cross-domain Mixed SamplingCode1
Conv2Former: A Simple Transformer-Style ConvNet for Visual RecognitionCode1
Few-Shot Medical Image Segmentation via a Region-enhanced Prototypical TransformerCode1
A Generalized Framework for Video Instance SegmentationCode1
Few Shot Part Segmentation Reveals Compositional Logic for Industrial Anomaly DetectionCode1
An Informative Path Planning Framework for Active Learning in UAV-based Semantic MappingCode1
Convex Hull-based Algebraic Constraint for Visual Quadric SLAMCode1
DAE-Former: Dual Attention-guided Efficient Transformer for Medical Image SegmentationCode1
Label Propagation for 3D Carotid Vessel Wall Segmentation and Atherosclerosis DiagnosisCode1
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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