SOTAVerified

Semantic Segmentation

Papers

Showing 131140 of 14763 papers

TitleStatusHype
Putting the Object Back into Video Object SegmentationCode3
Tracking Anything with Decoupled Video SegmentationCode3
SAM-Med2DCode3
VideoCutLER: Surprisingly Simple Unsupervised Video Instance SegmentationCode3
Quantifying the robustness of deep multispectral segmentation models against natural perturbations and data poisoningCode3
ONE-PEACE: Exploring One General Representation Model Toward Unlimited ModalitiesCode3
Personalize Segment Anything Model with One ShotCode3
Medical SAM Adapter: Adapting Segment Anything Model for Medical Image SegmentationCode3
Anything-3D: Towards Single-view Anything Reconstruction in the WildCode3
SAM Fails to Segment Anything? -- SAM-Adapter: Adapting SAM in Underperformed Scenes: Camouflage, Shadow, Medical Image Segmentation, and MoreCode3
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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