SOTAVerified

Semantic Segmentation

Papers

Showing 14761500 of 14763 papers

TitleStatusHype
Towards Generic Semi-Supervised Framework for Volumetric Medical Image SegmentationCode1
RefConv: Re-parameterized Refocusing Convolution for Powerful ConvNetsCode1
Motion2Language, unsupervised learning of synchronized semantic motion segmentationCode1
Label-efficient Segmentation via Affinity PropagationCode1
UniParser: Multi-Human Parsing with Unified Correlation Representation LearningCode1
Unsupervised Learning of Object-Centric Embeddings for Cell Instance Segmentation in Microscopy ImagesCode1
SSG2: A new modelling paradigm for semantic segmentationCode1
Relational Prior Knowledge Graphs for Detection and Instance SegmentationCode1
SAM-OCTA: Prompting Segment-Anything for OCTA Image SegmentationCode1
PointHR: Exploring High-Resolution Architectures for 3D Point Cloud SegmentationCode1
Causal Unsupervised Semantic SegmentationCode1
EViT: An Eagle Vision Transformer with Bi-Fovea Self-AttentionCode1
CoinSeg: Contrast Inter- and Intra- Class Representations for Incremental SegmentationCode1
Rethinking Dual-Stream Super-Resolution Semantic Learning in Medical Image SegmentationCode1
A Simple and Robust Framework for Cross-Modality Medical Image Segmentation applied to Vision TransformersCode1
OV-PARTS: Towards Open-Vocabulary Part SegmentationCode1
Low-Resolution Self-Attention for Semantic SegmentationCode1
Cross-head mutual Mean-Teaching for semi-supervised medical image segmentationCode1
VTON-IT: Virtual Try-On using Image TranslationCode1
TransRadar: Adaptive-Directional Transformer for Real-Time Multi-View Radar Semantic SegmentationCode1
Zero-Shot Refinement of Buildings' Segmentation Models using SAMCode1
Extending CAM-based XAI methods for Remote Sensing Imagery SegmentationCode1
Trainable Noise Model as an XAI evaluation method: application on Sobol for remote sensing image segmentationCode1
Multi-task Learning with 3D-Aware RegularizationCode1
PharmacoNet: Accelerating Large-Scale Virtual Screening by Deep Pharmacophore ModelingCode1
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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