SOTAVerified

Semantic Segmentation

Papers

Showing 52015225 of 14763 papers

TitleStatusHype
AIMS: All-Inclusive Multi-Level Segmentation0
Condition-Invariant Semantic SegmentationCode1
CCDWT-GAN: Generative Adversarial Networks Based on Color Channel Using Discrete Wavelet Transform for Document Image BinarizationCode1
Trustworthy Deep Learning for Medical Image Segmentation0
Semantic segmentation of sparse irregular point clouds for leaf/wood discriminationCode1
Rate-Distortion Theory in Coding for Machines and its Application0
SSSegmenation: An Open Source Supervised Semantic Segmentation Toolbox Based on PyTorchCode2
SOC: Semantic-Assisted Object Cluster for Referring Video Object SegmentationCode1
OpenVIS: Open-vocabulary Video Instance SegmentationCode1
Maskomaly:Zero-Shot Mask Anomaly Segmentation0
Detect Any Shadow: Segment Anything for Video Shadow DetectionCode1
Linear Object Detection in Document Images using Multiple Object Tracking0
GRAtt-VIS: Gated Residual Attention for Auto Rectifying Video Instance SegmentationCode0
Knowledge Diffusion for DistillationCode1
Interactive Segment Anything NeRF with Feature Imitation0
Energy-based Detection of Adverse Weather Effects in LiDAR DataCode1
DiffCLIP: Leveraging Stable Diffusion for Language Grounded 3D Classification0
Fairness Continual Learning Approach to Semantic Scene Understanding in Open-World Environments0
Cross-supervised Dual Classifiers for Semi-supervised Medical Image Segmentation0
GrowSP: Unsupervised Semantic Segmentation of 3D Point CloudsCode1
Making Vision Transformers Truly Shift-Equivariant0
NexToU: Efficient Topology-Aware U-Net for Medical Image SegmentationCode1
PEARL: Preprocessing Enhanced Adversarial Robust Learning of Image Deraining for Semantic Segmentation0
Referred by Multi-Modality: A Unified Temporal Transformer for Video Object SegmentationCode1
Self-aware and Cross-sample Prototypical Learning for Semi-supervised Medical Image 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