SOTAVerified

Segmentation

Papers

Showing 52765300 of 13072 papers

TitleStatusHype
Testing the Segment Anything Model on radiology data0
FedSODA: Federated Cross-assessment and Dynamic Aggregation for Histopathology SegmentationCode0
SMC-NCA: Semantic-guided Multi-level Contrast for Semi-supervised Temporal Action SegmentationCode0
Unsupervised Segmentation of Colonoscopy Images0
Active contours driven by local and global intensity fitting energy with application to SAR image segmentation and its fast solvers0
All for One, and One for All: UrbanSyn Dataset, the third Musketeer of Synthetic Driving Scenes0
DDOS: The Drone Depth and Obstacle Segmentation Dataset0
Jack of All Tasks, Master of Many: Designing General-purpose Coarse-to-Fine Vision-Language Model0
Point Cloud Segmentation Using Transfer Learning with RandLA-Net: A Case Study on Urban Areas0
Surf-CDM: Score-Based Surface Cold-Diffusion Model For Medical Image Segmentation0
Towards SAMBA: Segment Anything Model for Brain Tumor Segmentation in Sub-Sharan African Populations0
SeeBel: Seeing is BelievingCode0
Collaborative Learning for Annotation-Efficient Volumetric MR Image Segmentation0
PlaNet-S: Automatic Semantic Segmentation of Placenta0
Appearance-Based Refinement for Object-Centric Motion Segmentation0
How to Efficiently Annotate Images for Best-Performing Deep Learning Based Segmentation Models: An Empirical Study with Weak and Noisy Annotations and Segment Anything ModelCode0
SAI3D: Segment Any Instance in 3D Scenes0
ESDMR-Net: A Lightweight Network With Expand-Squeeze and Dual Multiscale Residual Connections for Medical Image Segmentation0
Semantic Segmentation Using Transfer Learning on Fisheye Images0
Exploring UMAP in hybrid models of entropy-based and representativeness sampling for active learning in biomedical segmentation0
Human Perception-Inspired Grain Segmentation Refinement Using Conditional Random FieldsCode0
Q-Segment: Segmenting Images In-Sensor for Vessel-Based Medical Diagnosis0
WeatherProof: A Paired-Dataset Approach to Semantic Segmentation in Adverse Weather0
SQA-SAM: Segmentation Quality Assessment for Medical Images Utilizing the Segment Anything Model0
Segment Beyond View: Handling Partially Missing Modality for Audio-Visual Semantic Segmentation0
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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