SOTAVerified

Semantic Segmentation

Papers

Showing 43014325 of 14763 papers

TitleStatusHype
SA2-Net: Scale-aware Attention Network for Microscopic Image SegmentationCode1
Voting Network for Contour Levee Farmland Segmentation and Classification0
Two-Step Active Learning for Instance Segmentation with Uncertainty and Diversity Sampling0
Open Compound Domain Adaptation with Object Style Compensation for Semantic Segmentation0
Mask4Former: Mask Transformer for 4D Panoptic SegmentationCode1
Latent Noise Segmentation: How Neural Noise Leads to the Emergence of Segmentation and GroupingCode0
Investigating the changes in BOLD responses during viewing of images with varied complexity: An fMRI time-series based analysis on human visionCode0
Learning from SAM: Harnessing a Foundation Model for Sim2Real Adaptation by Regularization0
Inherit with Distillation and Evolve with Contrast: Exploring Class Incremental Semantic Segmentation Without Exemplar Memory0
InfraParis: A multi-modal and multi-task autonomous driving datasetCode0
Factorized Diffusion Architectures for Unsupervised Image Generation and Segmentation0
CAIT: Triple-Win Compression towards High Accuracy, Fast Inference, and Favorable Transferability For ViTs0
Rapid Network Adaptation: Learning to Adapt Neural Networks Using Test-Time Feedback0
The Robust Semantic Segmentation UNCV2023 Challenge Results0
Seeing Beyond the Patch: Scale-Adaptive Semantic Segmentation of High-resolution Remote Sensing Imagery based on Reinforcement Learning0
Cross-City Matters: A Multimodal Remote Sensing Benchmark Dataset for Cross-City Semantic Segmentation using High-Resolution Domain Adaptation Networks0
M^33D: Learning 3D priors using Multi-Modal Masked Autoencoders for 2D image and video understanding0
Memory-Efficient Continual Learning Object Segmentation for Long Video0
MoCaE: Mixture of Calibrated Experts Significantly Improves Object DetectionCode1
Treating Motion as Option with Output Selection for Unsupervised Video Object SegmentationCode1
ZiCo-BC: A Bias Corrected Zero-Shot NAS for Vision Tasks0
Discrepancy Matters: Learning from Inconsistent Decoder Features for Consistent Semi-supervised Medical Image SegmentationCode1
Free Discontinuity Regression: With an Application to the Economic Effects of Internet ShutdownsCode0
Masked Image Residual Learning for Scaling Deeper Vision TransformersCode0
3D Indoor Instance Segmentation in an Open-WorldCode1
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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