SOTAVerified

Semantic Segmentation

Papers

Showing 85018525 of 14763 papers

TitleStatusHype
APANet: Adaptive Prototypes Alignment Network for Few-Shot Semantic Segmentation0
Bounding Box-Free Instance Segmentation Using Semi-Supervised Learning for Generating a City-Scale Vehicle Dataset0
Uncertainty-Aware Deep Co-training for Semi-supervised Medical Image Segmentation0
Hierarchical interaction network for video object segmentation from referring expressions0
ATLANTIS: A Benchmark for Semantic Segmentation of Waterbody ImagesCode1
Improving Semantic Image Segmentation via Label Fusion in Semantically Textured MeshesCode1
Adversarial Examples on Segmentation Models Can be Easy to Transfer0
FedCV: A Federated Learning Framework for Diverse Computer Vision TasksCode1
Depth-aware Object Segmentation and Grasp Detection for Robotic Picking TasksCode1
Exploring Feature Representation Learning for Semi-supervised Medical Image SegmentationCode0
Topological Regularization for Dense Prediction0
MetaFormer Is Actually What You Need for VisionCode2
Lebanon Solar Rooftop Potential Assessment using Buildings Segmentation from Aerial Images0
Paris-CARLA-3D: A Real and Synthetic Outdoor Point Cloud Dataset for Challenging Tasks in 3D Mapping0
PointMixer: MLP-Mixer for Point Cloud UnderstandingCode1
One-shot Weakly-Supervised Segmentation in Medical ImagesCode1
Differentiable Projection for Constrained Deep Learning0
CpT: Convolutional Point Transformer for 3D Point Cloud Processing0
HoughCL: Finding Better Positive Pairs in Dense Self-supervised Learning0
MaIL: A Unified Mask-Image-Language Trimodal Network for Referring Image Segmentation0
FAMINet: Learning Real-time Semi-supervised Video Object Segmentation with Steepest Optimized Optical FlowCode1
FlowVOS: Weakly-Supervised Visual Warping for Detail-Preserving and Temporally Consistent Single-Shot Video Object Segmentation0
PAANet: Progressive Alternating Attention for Automatic Medical Image Segmentation0
Panoptic Segmentation: A ReviewCode1
ClevrTex: A Texture-Rich Benchmark for Unsupervised Multi-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