SOTAVerified

Segmentation

Papers

Showing 261270 of 13072 papers

TitleStatusHype
Diving into Underwater: Segment Anything Model Guided Underwater Salient Instance Segmentation and A Large-scale DatasetCode2
DI-MaskDINO: A Joint Object Detection and Instance Segmentation ModelCode2
RandLA-Net: Efficient Semantic Segmentation of Large-Scale Point CloudsCode2
DINO in the Room: Leveraging 2D Foundation Models for 3D SegmentationCode2
Dynamic Snake Convolution based on Topological Geometric Constraints for Tubular Structure SegmentationCode2
Efficient Video Object Segmentation via Modulated Cross-Attention MemoryCode2
FedFMS: Exploring Federated Foundation Models for Medical Image SegmentationCode2
Gradient-Driven 3D Segmentation and Affordance Transfer in Gaussian Splatting Using 2D MasksCode2
A Multi-objective Optimization Benchmark Test Suite for Real-time Semantic SegmentationCode2
A Data-scalable Transformer for Medical Image Segmentation: Architecture, Model Efficiency, and BenchmarkCode2
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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