SOTAVerified

Semantic Segmentation

Papers

Showing 32763300 of 14763 papers

TitleStatusHype
Enhancement of 3D Camera Synthetic Training Data with Noise Models0
SPINEPS -- Automatic Whole Spine Segmentation of T2-weighted MR images using a Two-Phase Approach to Multi-class Semantic and Instance SegmentationCode2
Outline-Guided Object Inpainting with Diffusion Models0
BLO-SAM: Bi-level Optimization Based Overfitting-Preventing Finetuning of SAMCode1
PIDformer: Transformer Meets Control Theory0
Task Specific Pretraining with Noisy Labels for Remote Sensing Image Segmentation0
FRAP analysis Measuring biophysical kinetic parameters using image analysis0
A Comprehensive Survey of Convolutions in Deep Learning: Applications, Challenges, and Future Trends0
Modified CycleGAN for the synthesization of samples for wheat head segmentation0
LLMBind: A Unified Modality-Task Integration FrameworkCode1
Semantic Image Synthesis with Unconditional Generator0
QIS : Interactive Segmentation via Quasi-Conformal Mappings0
Overcoming Dimensional Collapse in Self-supervised Contrastive Learning for Medical Image SegmentationCode0
DeiSAM: Segment Anything with Deictic PromptingCode1
A Systematic Review of Low-Rank and Local Low-Rank Matrix Approximation in Big Data Medical Imaging0
BenchCloudVision: A Benchmark Analysis of Deep Learning Approaches for Cloud Detection and Segmentation in Remote Sensing ImageryCode1
Generalizable Semantic Vision Query Generation for Zero-shot Panoptic and Semantic Segmentation0
Zero-BEV: Zero-shot Projection of Any First-Person Modality to BEV Maps0
Tumor segmentation on whole slide images: training or prompting?0
Cross-Domain Transfer Learning with CoRTe: Consistent and Reliable Transfer from Black-Box to Lightweight Segmentation Model0
Object-level Geometric Structure Preserving for Natural Image StitchingCode1
LangXAI: Integrating Large Vision Models for Generating Textual Explanations to Enhance Explainability in Visual Perception TasksCode1
ISCUTE: Instance Segmentation of Cables Using Text Embedding0
Perceiving Longer Sequences With Bi-Directional Cross-Attention TransformersCode1
Reinforcement Learning as a Parsimonious Alternative to Prediction Cascades: A Case Study on 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