SOTAVerified

Semantic Segmentation

Papers

Showing 13511375 of 14763 papers

TitleStatusHype
MRIFE: A Mask-Recovering and Interactive-Feature-Enhancing Semantic Segmentation Network For Relic Landslide Detection0
SAM-MPA: Applying SAM to Few-shot Medical Image Segmentation using Mask Propagation and Auto-prompting0
HSI-Drive v2.0: More Data for New Challenges in Scene Understanding for Autonomous Driving0
ΩSFormer: Dual-Modal Ω-like Super-Resolution Transformer Network for Cross-scale and High-accuracy Terraced Field Vectorization Extraction0
Box for Mask and Mask for Box: weak losses for multi-task partially supervised learningCode0
SAMWISE: Infusing Wisdom in SAM2 for Text-Driven Video SegmentationCode3
SCASeg: Strip Cross-Attention for Efficient Semantic Segmentation0
Rapid Deployment of Domain-specific Hyperspectral Image Processors with Application to Autonomous Driving0
SVGDreamer++: Advancing Editability and Diversity in Text-Guided SVG GenerationCode3
HyperSeg: Towards Universal Visual Segmentation with Large Language ModelCode2
A Bilayer Segmentation-Recombination Network for Accurate Segmentation of Overlapping C. elegans0
vesselFM: A Foundation Model for Universal 3D Blood Vessel SegmentationCode2
Modality-Incremental Learning with Disjoint Relevance Mapping Networks for Image-based Semantic Segmentation0
Self-supervised Video Instance Segmentation Can Boost Geographic Entity Alignment in Historical Maps0
An Ensemble Approach for Brain Tumor Segmentation and Synthesis0
semantic image synthesis of anime characters based on conditional generative adversarial networksCode0
SynDiff-AD: Improving Semantic Segmentation and End-to-End Autonomous Driving with Synthetic Data from Latent Diffusion Models0
A SAM-guided and Match-based Semi-Supervised Segmentation Framework for Medical ImagingCode1
Scaling Spike-driven Transformer with Efficient Spike Firing Approximation TrainingCode2
Weakly supervised image segmentation for defect-based grading of fresh produceCode0
Open-Vocabulary Octree-Graph for 3D Scene Understanding0
CutS3D: Cutting Semantics in 3D for 2D Unsupervised Instance Segmentation0
A Performance Increment Strategy for Semantic Segmentation of Low-Resolution Images from Damaged RoadsCode0
Any3DIS: Class-Agnostic 3D Instance Segmentation by 2D Mask Tracking0
J-CaPA : Joint Channel and Pyramid Attention Improves Medical Image Segmentation0
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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