SOTAVerified

Segmentation

Papers

Showing 811820 of 13072 papers

TitleStatusHype
Take the Bull by the Horns: Learning to Segment Hard SamplesCode0
DocSAM: Unified Document Image Segmentation via Query Decomposition and Heterogeneous Mixed Learning0
SAM2Object: Consolidating View Consistency via SAM2 for Zero-Shot 3D Instance Segmentation0
Advancing Manga Analysis: Comprehensive Segmentation Annotations for the Manga109 Dataset0
WISH: Weakly Supervised Instance Segmentation using Heterogeneous Labels0
Understanding Fine-tuning CLIP for Open-vocabulary Semantic Segmentation in Hyperbolic Space0
EntityErasure: Erasing Entity Cleanly via Amodal Entity Segmentation and Completion0
Annotation Ambiguity Aware Semi-Supervised Medical Image Segmentation0
Incomplete Multi-modal Brain Tumor Segmentation via Learnable Sorting State Space Model0
The Impact Label Noise and Choice of Threshold has on Cross-Entropy and Soft-Dice in Image 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