SOTAVerified

Semantic Segmentation

Papers

Showing 151175 of 14763 papers

TitleStatusHype
Gen-n-Val: Agentic Image Data Generation and Validation0
CzechLynx: A Dataset for Individual Identification and Pose Estimation of the Eurasian Lynx0
OpenMaskDINO3D : Reasoning 3D Segmentation via Large Language ModelCode1
A Comprehensive Study on Medical Image Segmentation using Deep Neural Networks0
You Only Train Once0
Sounding that Object: Interactive Object-Aware Image to Audio Generation0
Simulate Any Radar: Attribute-Controllable Radar Simulation via Waveform Parameter EmbeddingCode2
Talk2SAM: Text-Guided Semantic Enhancement for Complex-Shaped Object SegmentationCode0
Hierarchical Self-Prompting SAM: A Prompt-Free Medical Image Segmentation Framework0
Zero-Shot Tree Detection and Segmentation from Aerial Forest ImageryCode1
InterRVOS: Interaction-aware Referring Video Object Segmentation0
GeneA-SLAM2: Dynamic SLAM with AutoEncoder-Preprocessed Genetic Keypoints Resampling and Depth Variance-Guided Dynamic Region RemovalCode1
Towards Explicit Geometry-Reflectance Collaboration for Generalized LiDAR Segmentation in Adverse Weather0
Beyond Pixel Agreement: Large Language Models as Clinical Guardrails for Reliable Medical Image Segmentation0
SAM-I2V: Upgrading SAM to Support Promptable Video Segmentation with Less than 0.2% Training CostCode1
SEMNAV: A Semantic Segmentation-Driven Approach to Visual Semantic NavigationCode1
Overcoming Data Scarcity in Scanning Tunnelling Microscopy Image Segmentation0
unMORE: Unsupervised Multi-Object Segmentation via Center-Boundary ReasoningCode0
SoundSculpt: Direction and Semantics Driven Ambisonic Target Sound Extraction0
Decoupled Competitive Framework for Semi-supervised Medical Image SegmentationCode0
Weakly-Supervised Affordance Grounding Guided by Part-Level Semantic PriorsCode1
NUC-Net: Non-uniform Cylindrical Partition Network for Efficient LiDAR Semantic SegmentationCode0
Unleashing the Power of Intermediate Domains for Mixed Domain Semi-Supervised Medical Image SegmentationCode0
SPPSFormer: High-quality Superpoint-based Transformer for Roof Plane Instance Segmentation from Point Clouds0
ACM-UNet: Adaptive Integration of CNNs and Mamba for Efficient Medical Image SegmentationCode0
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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