SOTAVerified

Semantic Segmentation

Papers

Showing 15011525 of 14763 papers

TitleStatusHype
Change-Aware Siamese Network for Surface Defects Segmentation under Complex BackgroundCode1
Context-aware Feature Generation for Zero-shot Semantic SegmentationCode1
A self-supervised learning strategy for postoperative brain cavity segmentation simulating resectionsCode1
Attention-guided Context Feature Pyramid Network for Object DetectionCode1
Context-Based Visual-Language Place RecognitionCode1
Attention guided global enhancement and local refinement network for semantic segmentationCode1
Context Decoupling Augmentation for Weakly Supervised Semantic SegmentationCode1
Change is Everywhere: Single-Temporal Supervised Object Change Detection in Remote Sensing ImageryCode1
AggMask: Exploring locally aggregated learning of mask representations for instance segmentationCode1
EdgeFlow: Achieving Practical Interactive Segmentation with Edge-Guided FlowCode1
3D Medical Image Segmentation with Sparse Annotation via Cross-Teaching between 3D and 2D NetworksCode1
Attention-guided Temporally Coherent Video Object MattingCode1
EEEA-Net: An Early Exit Evolutionary Neural Architecture SearchCode1
Context-self contrastive pretraining for crop type semantic segmentationCode1
EcoTTA: Memory-Efficient Continual Test-time Adaptation via Self-distilled RegularizationCode1
Contextual Diversity for Active LearningCode1
A Self-Distillation Embedded Supervised Affinity Attention Model for Few-Shot SegmentationCode1
FairSeg: A Large-Scale Medical Image Segmentation Dataset for Fairness Learning Using Segment Anything Model with Fair Error-Bound ScalingCode1
Attention Swin U-Net: Cross-Contextual Attention Mechanism for Skin Lesion SegmentationCode1
Continual atlas-based segmentation of prostate MRICode1
A Good Foundation is Worth Many Labels: Label-Efficient Panoptic SegmentationCode1
Continual Hippocampus Segmentation with TransformersCode1
Attention U-Net: Learning Where to Look for the PancreasCode1
Continual Learning for Image Segmentation with Dynamic QueryCode1
ClaSP -- Parameter-free Time Series 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