SOTAVerified

Semantic Segmentation

Papers

Showing 20612070 of 14763 papers

TitleStatusHype
Fast Sprite Decomposition from Animated Graphics0
Path-SAM2: Transfer SAM2 for digital pathology semantic segmentationCode1
How Well Can Vision Language Models See Image Details?0
CAS-ViT: Convolutional Additive Self-attention Vision Transformers for Efficient Mobile ApplicationsCode2
Biomedical Image Segmentation: A Systematic Literature Review of Deep Learning Based Object Detection Methods0
Post-Mortem Human Iris Segmentation Analysis with Deep Learning0
Biomedical SAM 2: Segment Anything in Biomedical Images and VideosCode0
Comb, Prune, Distill: Towards Unified Pruning for Vision Model CompressionCode0
Evaluation of Segment Anything Model 2: The Role of SAM2 in the Underwater EnvironmentCode1
DaCapo: a modular deep learning framework for scalable 3D image segmentationCode2
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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