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Semantic Segmentation

Papers

Showing 8190 of 14763 papers

TitleStatusHype
Interactive Medical Image Segmentation: A Benchmark Dataset and BaselineCode3
SMITE: Segment Me In TimECode3
UniMatch V2: Pushing the Limit of Semi-Supervised Semantic SegmentationCode3
Rethinking the Evaluation of Visible and Infrared Image FusionCode3
SegEarth-OV: Towards Training-Free Open-Vocabulary Segmentation for Remote Sensing ImagesCode3
Breaking reCAPTCHAv2Code3
InstanSeg: an embedding-based instance segmentation algorithm optimized for accurate, efficient and portable cell segmentationCode3
A Survey of Camouflaged Object Detection and BeyondCode3
A Short Review and Evaluation of SAM2's Performance in 3D CT Image SegmentationCode3
SAM2-UNet: Segment Anything 2 Makes Strong Encoder for Natural and Medical Image SegmentationCode3
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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