SOTAVerified

Semantic Segmentation

Papers

Showing 25012525 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
Merlin: A Vision Language Foundation Model for 3D Computed TomographyCode3
Diving into Underwater: Segment Anything Model Guided Underwater Salient Instance Segmentation and A Large-scale DatasetCode2
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
SAM-PM: Enhancing Video Camouflaged Object Detection using Spatio-Temporal AttentionCode1
Separating the "Chirp" from the "Chat": Self-supervised Visual Grounding of Sound and LanguageCode2
InfoGaussian: Structure-Aware Dynamic Gaussians through Lightweight Information Shaping0
Solution for CVPR 2024 UG2+ Challenge Track on All Weather Semantic Segmentation0
CAMS: Convolution and Attention-Free Mamba-based Cardiac Image SegmentationCode1
Multi-Stain Multi-Level Convolutional Network for Multi-Tissue Breast Cancer Image Segmentation0
GCtx-UNet: Efficient Network for Medical Image SegmentationCode1
Scaling Graph Convolutions for Mobile VisionCode1
U-Net Ensemble for Enhanced Semantic Segmentation in Remote Sensing Imagery0
1st Place Winner of the 2024 Pixel-level Video Understanding in the Wild (CVPR'24 PVUW) Challenge in Video Panoptic Segmentation and Best Long Video Consistency of Video Semantic Segmentation0
3D MRI Synthesis with Slice-Based Latent Diffusion Models: Improving Tumor Segmentation Tasks in Data-Scarce RegimesCode1
A Two-Stage Adverse Weather Semantic Segmentation Method for WeatherProof Challenge CVPR 2024 Workshop UG2+0
Training-Free Robust Interactive Video Object Segmentation0
Layered Image Vectorization via Semantic Simplification0
Medical Vision Generalist: Unifying Medical Imaging Tasks in ContextCode2
VISTA3D: Versatile Imaging SegmenTation and Annotation model for 3D Computed TomographyCode3
USE: Universal Segment Embeddings for Open-Vocabulary Image Segmentation0
Research on Tumors Segmentation based on Image Enhancement Method0
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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