SOTAVerified

Segmentation

Papers

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Showing 1726–1750 of 13072 papers

TitleStatusHype
SAM-Driven Weakly Supervised Nodule Segmentation with Uncertainty-Aware Cross Teaching—0
Conformal Performance Range Prediction for Segmentation Output Quality ControlCode0
OE-BevSeg: An Object Informed and Environment Aware Multimodal Framework for Bird's-eye-view Vehicle Semantic Segmentation—0
Lightweight Uncertainty Quantification with Simplex Semantic Segmentation for Terrain Traversability—0
Mask2Map: Vectorized HD Map Construction Using Bird's Eye View Segmentation MasksCode2
SegPoint: Segment Any Point Cloud via Large Language Model—0
MeshSegmenter: Zero-Shot Mesh Semantic Segmentation via Texture SynthesisCode1
FREST: Feature RESToration for Semantic Segmentation under Multiple Adverse Conditions—0
Latent Diffusion for Medical Image Segmentation: End to end learning for fast sampling and accuracyCode1
FastSAM-3DSlicer: A 3D-Slicer Extension for 3D Volumetric Segment Anything Model with Uncertainty QuantificationCode1
Promptable Counterfactual Diffusion Model for Unified Brain Tumor Segmentation and Generation with MRIsCode0
Weighting Pseudo-Labels via High-Activation Feature Index Similarity and Object Detection for Semi-Supervised SegmentationCode0
Dual-level Adaptive Self-Labeling for Novel Class Discovery in Point Cloud SegmentationCode1
ClearCLIP: Decomposing CLIP Representations for Dense Vision-Language Inference—0
Serialized Point Mamba: A Serialized Point Cloud Mamba Segmentation Model—0
Instance-wise Uncertainty for Class Imbalance in Semantic Segmentation—0
Exploring Deeper! Segment Anything Model with Depth Perception for Camouflaged Object DetectionCode1
Label-Efficient 3D Brain Segmentation via Complementary 2D Diffusion Models with Orthogonal Views—0
Progressive Proxy Anchor Propagation for Unsupervised Semantic SegmentationCode1
Deep Mutual Learning among Partially Labeled Datasets for Multi-Organ Segmentation—0
Hybrid Deep Learning Framework for Enhanced Melanoma Detection—0
Mitigating Background Shift in Class-Incremental Semantic SegmentationCode1
SegSTRONG-C: Segmenting Surgical Tools Robustly On Non-adversarial Generated Corruptions -- An EndoVis'24 ChallengeCode1
FoodMem: Near Real-time and Precise Food Video Segmentation—0
LoRA-PT: Low-Rank Adapting UNETR for Hippocampus Segmentation Using Principal Tensor Singular Values and VectorsCode0
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All datasetsSA-1B.MFSDMMFloodSimGas

Benchmark Results

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