SOTAVerified

Segmentation

Papers

Showing 3140 of 13072 papers

TitleStatusHype
Prompt2SegCXR:Prompt to Segment All Organs and Diseases in Chest X-rays0
Diffusion Model-based Data Augmentation Method for Fetal Head Ultrasound Segmentation0
GroundingDINO-US-SAM: Text-Prompted Multi-Organ Segmentation in Ultrasound with LoRA-Tuned Vision-Language Models0
DC-TTA: Divide-and-Conquer Framework for Test-Time Adaptation of Interactive Segmentation0
Decoupled Seg Tokens Make Stronger Reasoning Video Segmenter and GrounderCode1
Mask-aware Text-to-Image Retrieval: Referring Expression Segmentation Meets Cross-modal Retrieval0
TASeg: Text-aware RGB-T Semantic Segmentation based on Fine-tuning Vision Foundation Models0
ProSAM: Enhancing the Robustness of SAM-based Visual Reference Segmentation with Probabilistic Prompts0
UnMix-NeRF: Spectral Unmixing Meets Neural Radiance FieldsCode1
Seg-R1: Segmentation Can Be Surprisingly Simple with Reinforcement LearningCode2
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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