SOTAVerified

Semantic Segmentation

Papers

Showing 13011310 of 14763 papers

TitleStatusHype
Appearance Matching Adapter for Exemplar-based Semantic Image Synthesis0
Semantic Segmentation Prior for Diffusion-Based Real-World Super-Resolution0
FLAIR: VLM with Fine-grained Language-informed Image RepresentationsCode2
Benchmarking Pretrained Attention-based Models for Real-Time Recognition in Robot-Assisted Esophagectomy0
Active Negative Loss: A Robust Framework for Learning with Noisy LabelsCode1
Multi-robot autonomous 3D reconstruction using Gaussian splatting with Semantic guidance0
Vision Transformers for Weakly-Supervised Microorganism EnumerationCode0
Low-Contrast-Enhanced Contrastive Learning for Semi-Supervised Endoscopic Image SegmentationCode0
Topology-Preserving Image Segmentation with Spatial-Aware Persistent Feature Matching0
Multi-scale and Multi-path Cascaded Convolutional Network for Semantic Segmentation of Colorectal Polyps0
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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
4M3I Pre-training (InternImage-H)Validation mIoU62.9Unverified
5InternImage-HValidation 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