SOTAVerified

Semantic Segmentation

Papers

Showing 861870 of 14763 papers

TitleStatusHype
UNIP: Rethinking Pre-trained Attention Patterns for Infrared Semantic SegmentationCode1
UD-Mamba: A pixel-level uncertainty-driven Mamba model for medical image segmentationCode1
Mind the Gap: Evaluating Patch Embeddings from General-Purpose and Histopathology Foundation Models for Cell Segmentation and ClassificationCode1
FSPGD: Rethinking Black-box Attacks on Semantic SegmentationCode1
Complex Wavelet Mutual Information Loss: A Multi-Scale Loss Function for Semantic SegmentationCode1
Efficient Redundancy Reduction for Open-Vocabulary Semantic SegmentationCode1
ContourFormer:Real-Time Contour-Based End-to-End Instance Segmentation TransformerCode1
SeqSeg: Learning Local Segments for Automatic Vascular Model ConstructionCode1
3DLabelProp: Geometric-Driven Domain Generalization for LiDAR Semantic Segmentation in Autonomous DrivingCode1
MPG-SAM 2: Adapting SAM 2 with Mask Priors and Global Context for Referring Video Object SegmentationCode1
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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