SOTAVerified

Segmentation

Papers

Showing 25762600 of 13072 papers

TitleStatusHype
Conservative-Progressive Collaborative Learning for Semi-supervised Semantic SegmentationCode1
Efficient Mask Correction for Click-Based Interactive Image SegmentationCode1
Efficient Inference in Fully Connected CRFs with Gaussian Edge PotentialsCode1
CoNIC Challenge: Pushing the Frontiers of Nuclear Detection, Segmentation, Classification and CountingCode1
3D-GRES: Generalized 3D Referring Expression SegmentationCode1
Code-free development and deployment of deep segmentation models for digital pathologyCode1
A self-supervised learning strategy for postoperative brain cavity segmentation simulating resectionsCode1
Aerial Imagery Pixel-level SegmentationCode1
Efficient Multiscale Object-based Superpixel FrameworkCode1
PanoOcc: Unified Occupancy Representation for Camera-based 3D Panoptic SegmentationCode1
Panoptic 3D Scene Reconstruction From a Single RGB ImageCode1
Context-self contrastive pretraining for crop type semantic segmentationCode1
Learning Pixel-level Semantic Affinity with Image-level Supervision for Weakly Supervised Semantic SegmentationCode1
Learning Self-Supervised Low-Rank Network for Single-Stage Weakly and Semi-Supervised Semantic SegmentationCode1
EfficientPS: Efficient Panoptic SegmentationCode1
MOD-UV: Learning Mobile Object Detectors from Unlabeled VideosCode1
Collaborating Foundation Models for Domain Generalized Semantic SegmentationCode1
Efficient Semantic Video Segmentation with Per-frame InferenceCode1
Efficient Semantic Segmentation by Altering Resolutions for Compressed VideosCode1
AeroPath: An airway segmentation benchmark dataset with challenging pathologyCode1
Efficient Urban-scale Point Clouds Segmentation with BEV ProjectionCode1
BoxSnake: Polygonal Instance Segmentation with Box SupervisionCode1
MD Loss: Efficient Training of 3D Seismic Fault Segmentation Network under Sparse Labels by Weakening Anomaly AnnotationCode1
Learning Motion and Temporal Cues for Unsupervised Video Object SegmentationCode1
BoxShrink: From Bounding Boxes to Segmentation MasksCode1
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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