SOTAVerified

Semantic Segmentation

Papers

Showing 3140 of 14763 papers

TitleStatusHype
NRSeg: Noise-Resilient Learning for BEV Semantic Segmentation via Driving World ModelsCode0
Causal-SAM-LLM: Large Language Models as Causal Reasoners for Robust Medical Segmentation0
Leveraging Out-of-Distribution Unlabeled Images: Semi-Supervised Semantic Segmentation with an Open-Vocabulary ModelCode0
SAMed-2: Selective Memory Enhanced Medical Segment Anything ModelCode1
From Pixels to Damage Severity: Estimating Earthquake Impacts Using Semantic Segmentation of Social Media Images0
No time to train! Training-Free Reference-Based Instance SegmentationCode3
NOCTIS: Novel Object Cyclic Threshold based Instance SegmentationCode0
DeRIS: Decoupling Perception and Cognition for Enhanced Referring Image Segmentation through Loopback SynergyCode1
Autoadaptive Medical Segment Anything ModelCode0
Perception-Oriented Latent Coding for High-Performance Compressed Domain Semantic InferenceCode0
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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