SOTAVerified

Semantic Segmentation

Papers

Showing 11–20 of 14763 papers

TitleStatusHype
U-Net v2: Rethinking the Skip Connections of U-Net for Medical Image SegmentationCode6
4th PVUW MeViS 3rd Place Report: Sa2VACode5
4M-21: An Any-to-Any Vision Model for Tens of Tasks and ModalitiesCode5
A ConvNet for the 2020sCode5
PyramidMamba: Rethinking Pyramid Feature Fusion with Selective Space State Model for Semantic Segmentation of Remote Sensing ImageryCode5
Matching Anything by Segmenting AnythingCode5
NovelSeek: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to VerificationCode5
FeatUp: A Model-Agnostic Framework for Features at Any ResolutionCode5
Faster Segment Anything: Towards Lightweight SAM for Mobile ApplicationsCode5
Infinite Photorealistic Worlds using Procedural GenerationCode5
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1InternImage-H (M3I Pre-training)Params (M)1,310—Unverified
2ViT-P (InternImage-H)Validation mIoU63.6—Unverified
3ONE-PEACEValidation mIoU63—Unverified
4InternImage-HValidation mIoU62.9—Unverified
5M3I Pre-training (InternImage-H)Validation mIoU62.9—Unverified
6BEiT-3Validation mIoU62.8—Unverified
7EVAValidation mIoU62.3—Unverified
8ViT-P (OneFormer, InternImage-H)Validation mIoU61.6—Unverified
9ViT-Adapter-L (Mask2Former, BEiTv2 pretrain)Validation mIoU61.5—Unverified
10FD-SwinV2-GValidation mIoU61.4—Unverified