SOTAVerified

Semantic Segmentation

Papers

Showing 30013050 of 14763 papers

TitleStatusHype
Attention-Based Transformers for Instance Segmentation of Cells in MicrostructuresCode1
Mirror Complementary Transformer Network for RGB-thermal Salient Object DetectionCode1
First Place Solution to the ECCV 2024 BRAVO Challenge: Evaluating Robustness of Vision Foundation Models for Semantic SegmentationCode1
MISm: A Medical Image Segmentation Metric for Evaluation of weak labeled DataCode1
MISSFormer: An Effective Medical Image Segmentation TransformerCode1
Missing Modality Robustness in Semi-Supervised Multi-Modal Semantic SegmentationCode1
Dynamic Multimodal FusionCode1
Dynamic Token Pruning in Plain Vision Transformers for Semantic SegmentationCode1
CAMS: Convolution and Attention-Free Mamba-based Cardiac Image SegmentationCode1
Attention-guided Context Feature Pyramid Network for Object DetectionCode1
E2ENet: Dynamic Sparse Feature Fusion for Accurate and Efficient 3D Medical Image SegmentationCode1
MixPro: Data Augmentation with MaskMix and Progressive Attention Labeling for Vision TransformerCode1
Attention guided global enhancement and local refinement network for semantic segmentationCode1
MixSKD: Self-Knowledge Distillation from Mixup for Image RecognitionCode1
Dynamic Graph CNN for Learning on Point CloudsCode1
Deep Gradient Learning for Efficient Camouflaged Object DetectionCode1
MMDetection: Open MMLab Detection Toolbox and BenchmarkCode1
An Instance Segmentation Dataset of Yeast Cells in MicrostructuresCode1
AggMask: Exploring locally aggregated learning of mask representations for instance segmentationCode1
Dynamic Graph Message Passing NetworksCode1
Cooperative Self-Training for Multi-Target Adaptive Semantic SegmentationCode1
Cooperative Training and Latent Space Data Augmentation for Robust Medical Image SegmentationCode1
Dynamic Focus-aware Positional Queries for Semantic SegmentationCode1
An Informative Path Planning Framework for Active Learning in UAV-based Semantic MappingCode1
Attention-guided Temporally Coherent Video Object MattingCode1
Deep Image Semantic Communication Model for Artificial Intelligent Internet of ThingsCode1
Dynamic Fusion Module Evolves Drivable Area and Road Anomaly Detection: A Benchmark and AlgorithmsCode1
Dynamic Graph Message Passing Networks for Visual RecognitionCode1
360BEV: Panoramic Semantic Mapping for Indoor Bird's-Eye ViewCode1
MoCaE: Mixture of Calibrated Experts Significantly Improves Object DetectionCode1
CAD: Memory Efficient Convolutional Adapter for Segment AnythingCode1
Cross-Modal Progressive Comprehension for Referring SegmentationCode1
Modeling Annotator Preference and Stochastic Annotation Error for Medical Image SegmentationCode1
Correlation-Aware Mutual Learning for Semi-supervised Medical Image SegmentationCode1
Modeling the Background for Incremental and Weakly-Supervised Semantic SegmentationCode1
CrOC: Cross-View Online Clustering for Dense Visual Representation LearningCode1
Modeling Uncertain Feature Representation for Domain GeneralizationCode1
CorrMatch: Label Propagation via Correlation Matching for Semi-Supervised Semantic SegmentationCode1
Dynamic Divide-and-Conquer Adversarial Training for Robust Semantic SegmentationCode1
Deep Instruction Tuning for Segment Anything ModelCode1
Morphology-inspired Unsupervised Gland Segmentation via Selective Semantic GroupingCode1
Co-Scale Conv-Attentional Image TransformersCode1
Each Test Image Deserves A Specific Prompt: Continual Test-Time Adaptation for 2D Medical Image SegmentationCode1
Co-segmentation Inspired Attention Module for Video-based Computer Vision TasksCode1
Motion2Language, unsupervised learning of synchronized semantic motion segmentationCode1
Motion-Attentive Transition for Zero-Shot Video Object SegmentationCode1
Efficient Mask Correction for Click-Based Interactive Image SegmentationCode1
COSMOS: Cross-Modality Self-Distillation for Vision Language Pre-trainingCode1
Enabling Country-Scale Land Cover Mapping with Meter-Resolution Satellite ImageryCode1
Extracting Class Activation Maps from Non-Discriminative Features as wellCode1
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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