SOTAVerified

Semantic Segmentation

Papers

Showing 24112420 of 14763 papers

TitleStatusHype
Are Vision xLSTM Embedded UNet More Reliable in Medical 3D Image Segmentation?Code2
μ-Net: A Deep Learning-Based Architecture for μ-CT Segmentation0
What Do VLMs NOTICE? A Mechanistic Interpretability Pipeline for Gaussian-Noise-free Text-Image Corruption and EvaluationCode1
Instance Consistency Regularization for Semi-Supervised 3D Instance SegmentationCode1
LOGCAN++: Adaptive Local-global class-aware network for semantic segmentation of remote sensing imagery0
Demystifying the Effect of Receptive Field Size in U-Net Models for Medical Image SegmentationCode0
SegNet4D: Efficient Instance-Aware 4D Semantic Segmentation for LiDAR Point CloudCode2
CholecInstanceSeg: A Tool Instance Segmentation Dataset for Laparoscopic SurgeryCode1
UDHF2-Net: Uncertainty-diffusion-model-based High-Frequency TransFormer Network for Remotely Sensed Imagery Interpretation0
Fine-grained Background Representation for Weakly Supervised Semantic SegmentationCode0
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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
4InternImage-HValidation mIoU62.9Unverified
5M3I Pre-training (InternImage-H)Validation 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