SOTAVerified

Segmentation

Papers

Showing 21912200 of 13072 papers

TitleStatusHype
3DConvCaps: 3DUnet with Convolutional Capsule Encoder for Medical Image SegmentationCode1
C3S3: Complementary Competition and Contrastive Selection for Semi-Supervised Medical Image SegmentationCode1
Channelized Axial Attention for Semantic Segmentation -- Considering Channel Relation within Spatial Attention for Semantic SegmentationCode1
Combinatorial Optimization for Panoptic Segmentation: A Fully Differentiable ApproachCode1
Improving Semantic Image Segmentation via Label Fusion in Semantically Textured MeshesCode1
Improving Semantic Segmentation via Decoupled Body and Edge SupervisionCode1
Annotator Consensus Prediction for Medical Image Segmentation with Diffusion ModelsCode1
Combining Self-Training and Hybrid Architecture for Semi-supervised Abdominal Organ SegmentationCode1
Improving Unsupervised Dialogue Topic Segmentation with Utterance-Pair Coherence ScoringCode1
Class-incremental Continual Learning for Instance Segmentation with Image-level Weak SupervisionCode1
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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