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Segmentation

Papers

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Showing 826–850 of 13072 papers

TitleStatusHype
A Semantic Knowledge Complementarity based Decoupling Framework for Semi-supervised Class-imbalanced Medical Image Segmentation—0
Scaling up Image Segmentation across Data and Tasks—0
SemiDAViL: Semi-supervised Domain Adaptation with Vision-Language Guidance for Semantic Segmentation—0
Boost the Inference with Co-training: A Depth-guided Mutual Learning Framework for Semi-supervised Medical Polyp SegmentationCode1
Prototype-Based Image Prompting for Weakly Supervised Histopathological Image Segmentation—0
Annotation Ambiguity Aware Semi-Supervised Medical Image Segmentation—0
Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning—0
UNICL-SAM: Uncertainty-Driven In-Context Segmentation with Part Prototype Discovery—0
SeaLion: Semantic Part-Aware Latent Point Diffusion Models for 3D Generation—0
Decoupled Motion Expression Video Segmentation—0
Convex Combination Star Shape Prior for Data-driven Image Semantic Segmentation—0
Incomplete Multi-modal Brain Tumor Segmentation via Learnable Sorting State Space Model—0
The Impact Label Noise and Choice of Threshold has on Cross-Entropy and Soft-Dice in Image Segmentation—0
Hyperbolic Uncertainty-Aware Few-Shot Incremental Point Cloud Segmentation—0
Plug-and-Play PPO: An Adaptive Point Prompt Optimizer Making SAM GreaterCode1
nnWNet: Rethinking the Use of Transformers in Biomedical Image Segmentation and Calling for a Unified Evaluation BenchmarkCode2
Text Augmented Correlation Transformer For Few-shot Classification & Segmentation—0
Towards Continual Universal Segmentation—0
SuperLightNet: Lightweight Parameter Aggregation Network for Multimodal Brain Tumor SegmentationCode0
PolarNeXt: Rethink Instance Segmentation with Polar Representation—0
POPEN: Preference-Based Optimization and Ensemble for LVLM-Based Reasoning Segmentation—0
HyperSeg: Hybrid Segmentation Assistant with Fine-grained Visual PerceiverCode2
VidSeg: Training-free Video Semantic Segmentation based on Diffusion Models—0
Improving Semi-Supervised Semantic Segmentation with Sliced-Wasserstein Feature Alignment and Uniformity—0
VISTA3D: A Unified Segmentation Foundation Model For 3D Medical ImagingCode3
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All datasetsSA-1B.MFSDMMFloodSimGas

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1unSAM+ (Semi-supervised)Average Precision42.8—Unverified
2SAMAverage Precision38.9—Unverified
#ModelMetricClaimedVerifiedStatus
1HNN10%20—Unverified
#ModelMetricClaimedVerifiedStatus
1ABANetF1 Score96.82—Unverified
#ModelMetricClaimedVerifiedStatus
1ResNet50 + DeepLabV3+F1 score0.77—Unverified
#ModelMetricClaimedVerifiedStatus
1LangGasIoU0.69—Unverified