SOTAVerified

Semantic Segmentation

Papers

Showing 23012310 of 14763 papers

TitleStatusHype
CattleEyeView: A Multi-task Top-down View Cattle Dataset for Smarter Precision Livestock FarmingCode1
Contrastive Semi-supervised Learning for Domain Adaptive Segmentation Across Similar Anatomical StructuresCode1
Anomaly Detection-Inspired Few-Shot Medical Image Segmentation Through Self-Supervision With SupervoxelsCode1
GETAM: Gradient-weighted Element-wise Transformer Attention Map for Weakly-supervised Semantic segmentationCode1
Causality-inspired Single-source Domain Generalization for Medical Image SegmentationCode1
ConvMLP: Hierarchical Convolutional MLPs for VisionCode1
ConvNet Architecture Search for Spatiotemporal Feature LearningCode1
GFNet: Geometric Flow Network for 3D Point Cloud Semantic SegmentationCode1
Guided Interactive Video Object Segmentation Using Reliability-Based Attention MapsCode1
Container: Context Aggregation NetworkCode1
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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