SOTAVerified

Semantic Segmentation

Papers

Showing 451475 of 14763 papers

TitleStatusHype
STSeg-Complex Video Object Segmentation: The 1st Solution for 4th PVUW MOSE Challenge0
Cut-and-Splat: Leveraging Gaussian Splatting for Synthetic Data GenerationCode0
Offline Reinforcement Learning using Human-Aligned Reward Labeling for Autonomous Emergency Braking in Occluded Pedestrian Crossing0
ZS-VCOS: Zero-Shot Outperforms Supervised Video Camouflaged Object SegmentationCode0
Distilling Knowledge from Heterogeneous Architectures for Semantic Segmentation0
Nonlocal Retinex-Based Variational Model and its Deep Unfolding Twin for Low-Light Image Enhancement0
SydneyScapes: Image Segmentation for Australian Environments0
GLUS: Global-Local Reasoning Unified into A Single Large Language Model for Video SegmentationCode2
RadZero: Similarity-Based Cross-Attention for Explainable Vision-Language Alignment in Radiology with Zero-Shot Multi-Task Capability0
Conditional Conformal Risk Adaptation0
P2Object: Single Point Supervised Object Detection and Instance SegmentationCode2
PRAD: Periapical Radiograph Analysis Dataset and Benchmark Model Development0
Wheat3DGS: In-field 3D Reconstruction, Instance Segmentation and Phenotyping of Wheat Heads with Gaussian SplattingCode1
MovSAM: A Single-image Moving Object Segmentation Framework Based on Deep ThinkingCode0
Zeus: Zero-shot LLM Instruction for Union Segmentation in Multimodal Medical Imaging0
RayFronts: Open-Set Semantic Ray Frontiers for Online Scene Understanding and Exploration0
Domain Generalization through Attenuation of Domain-Specific InformationCode0
WoundAmbit: Bridging State-of-the-Art Semantic Segmentation and Real-World Wound Care0
Saliency-Motion Guided Trunk-Collateral Network for Unsupervised Video Object Segmentation0
econSG: Efficient and Multi-view Consistent Open-Vocabulary 3D Semantic Gaussians0
Earth-Adapter: Bridge the Geospatial Domain Gaps with Mixture of Frequency AdaptationCode2
Towards Varroa destructor mite detection using a narrow spectra illumination0
CTI-Unet: Cascaded Threshold Integration for Improved U-Net Segmentation of Pathology Images0
HRMedSeg: Unlocking High-resolution Medical Image segmentation via Memory-efficient Attention ModelingCode1
Rethinking the Nested U-Net Approach: Enhancing Biomarker Segmentation with Attention Mechanisms and Multiscale Feature FusionCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1InternImage-H (M3I Pre-training)Params (M)1,310Unverified
2ViT-P (InternImage-H)Validation mIoU63.6Unverified
3ONE-PEACEValidation mIoU63Unverified
4InternImage-HValidation mIoU62.9Unverified
5M3I Pre-training (InternImage-H)Validation mIoU62.9Unverified
6BEiT-3Validation mIoU62.8Unverified
7EVAValidation mIoU62.3Unverified
8ViT-P (OneFormer, InternImage-H)Validation mIoU61.6Unverified
9ViT-Adapter-L (Mask2Former, BEiTv2 pretrain)Validation mIoU61.5Unverified
10FD-SwinV2-GValidation mIoU61.4Unverified