SOTAVerified

Semantic Segmentation

Papers

Showing 25012510 of 14763 papers

TitleStatusHype
Minimizing Energy Costs in Deep Learning Model Training: The Gaussian Sampling Approach0
Stable Neighbor Denoising for Source-free Domain Adaptive SegmentationCode1
UMAD: Unsupervised Mask-Level Anomaly Detection for Autonomous Driving0
Diving into Underwater: Segment Anything Model Guided Underwater Salient Instance Segmentation and A Large-scale DatasetCode2
Merlin: A Vision Language Foundation Model for 3D Computed TomographyCode3
Technical Report for CVPR 2024 WeatherProof Dataset Challenge: Semantic Segmentation on Paired Real Data0
Transforming Heart Chamber Imaging: Self-Supervised Learning for Whole Heart Reconstruction and Segmentation0
InfoGaussian: Structure-Aware Dynamic Gaussians through Lightweight Information Shaping0
CAMS: Convolution and Attention-Free Mamba-based Cardiac Image SegmentationCode1
Scaling Graph Convolutions for Mobile VisionCode1
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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