SOTAVerified

Semantic Segmentation

Papers

Showing 57015725 of 14763 papers

TitleStatusHype
Few Shot Medical Image Segmentation with Cross Attention TransformerCode1
FastViT: A Fast Hybrid Vision Transformer using Structural ReparameterizationCode3
Harmonizing Base and Novel Classes: A Class-Contrastive Approach for Generalized Few-Shot SegmentationCode0
FishDreamer: Towards Fisheye Semantic Completion via Unified Image Outpainting and SegmentationCode1
Inherent Consistent Learning for Accurate Semi-supervised Medical Image SegmentationCode1
A Simple and Generic Framework for Feature Distillation via Channel-wise Transformation0
CrOC: Cross-View Online Clustering for Dense Visual Representation LearningCode1
Laplacian Segmentation Networks Improve Epistemic Uncertainty QuantificationCode0
Boosting Convolution with Efficient MLP-Permutation for Volumetric Medical Image SegmentationCode0
Semantic Ray: Learning a Generalizable Semantic Field with Cross-Reprojection AttentionCode1
Zero-guidance Segmentation Using Zero Segment LabelsCode1
PanoHead: Geometry-Aware 3D Full-Head Synthesis in 360^Code3
Orthogonal Annotation Benefits Barely-supervised Medical Image SegmentationCode1
Position-Guided Point Cloud Panoptic Segmentation TransformerCode1
Top-Down Visual Attention from Analysis by SynthesisCode1
Uncertainty Aware Active Learning for Reconfiguration of Pre-trained Deep Object-Detection Networks for New Target Domains0
MI-SegNet: Mutual Information-Based US Segmentation for Unseen Domain GeneralizationCode1
On Domain-Specific Pre-Training for Effective Semantic Perception in Agricultural Robotics0
LD-ZNet: A Latent Diffusion Approach for Text-Based Image Segmentation0
Spherical Transformer for LiDAR-based 3D RecognitionCode2
Posthoc Interpretation via Quantization0
LiDARFormer: A Unified Transformer-based Multi-task Network for LiDAR Perception0
360BEV: Panoramic Semantic Mapping for Indoor Bird's-Eye ViewCode1
Focused and Collaborative Feedback Integration for Interactive Image SegmentationCode1
Influencer Backdoor Attack on Semantic 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
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