SOTAVerified

Semantic Segmentation

Papers

Showing 16011610 of 14763 papers

TitleStatusHype
WeatherDG: LLM-assisted Diffusion Model for Procedural Weather Generation in Domain-Generalized Semantic SegmentationCode2
InvSeg: Test-Time Prompt Inversion for Semantic Segmentation0
MANet: Fine-Tuning Segment Anything Model for Multimodal Remote Sensing Semantic Segmentation0
Dual-Teacher Ensemble Models with Double-Copy-Paste for 3D Semi-Supervised Medical Image SegmentationCode0
RClicks: Realistic Click Simulation for Benchmarking Interactive SegmentationCode1
Fractal Calibration for long-tailed object detectionCode0
Locality Alignment Improves Vision-Language ModelsCode2
Manifold-Aware Local Feature Modeling for Semi-Supervised Medical Image SegmentationCode0
LKASeg:Remote-Sensing Image Semantic Segmentation with Large Kernel Attention and Full-Scale Skip Connections0
Affinity-Graph-Guided Contractive Learning for Pretext-Free Medical Image Segmentation with Minimal Annotation0
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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