SOTAVerified

Segmentation

Papers

Showing 801810 of 13072 papers

TitleStatusHype
HemSeg-200: A Voxel-Annotated Dataset for Intracerebral Hemorrhages Segmentation in Brain CT ScansCode1
PerSense: Personalized Instance Segmentation in Dense ImagesCode1
Beyond Appearances: Material Segmentation with Embedded Spectral Information from RGB-D imageryCode1
ABANet: Attention boundary-aware network for image segmentationCode1
A Foundation Model for Brain Lesion Segmentation with Mixture of Modality ExpertsCode1
Revealing Hierarchical Structure of Leaf Venations in Plant Science via Label-Efficient Segmentation: Dataset and MethodCode1
Perivascular space Identification Nnunet for Generalised Usage (PINGU)Code1
Zero Shot Context-Based Object Segmentation using SLIP (SAM+CLIP)Code1
VLSM-Adapter: Finetuning Vision-Language Segmentation Efficiently with Lightweight BlocksCode1
Enhancing surgical instrument segmentation: integrating vision transformer insights with adapterCode1
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Benchmark Results

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