SOTAVerified

Semantic Segmentation

Papers

Showing 28312840 of 14763 papers

TitleStatusHype
ESC: Evolutionary Stitched Camera Calibration in the Wild0
Spot-Compose: A Framework for Open-Vocabulary Object Retrieval and Drawer Manipulation in Point Clouds0
Cross-model Mutual Learning for Exemplar-based Medical Image Segmentation0
How to Benchmark Vision Foundation Models for Semantic Segmentation?Code1
Moving Object Segmentation: All You Need Is SAM (and Flow)Code3
An Experimental Study on Exploring Strong Lightweight Vision Transformers via Masked Image Modeling Pre-TrainingCode2
The devil is in the object boundary: towards annotation-free instance segmentation using Foundation ModelsCode1
Group-On: Boosting One-Shot Segmentation with Supportive Query0
Deep Gaussian mixture model for unsupervised image segmentationCode0
Tendency-driven Mutual Exclusivity for Weakly Supervised Incremental Semantic 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
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