SOTAVerified

Semantic Segmentation

Papers

Showing 421430 of 14763 papers

TitleStatusHype
AllSpark: Reborn Labeled Features from Unlabeled in Transformer for Semi-Supervised Semantic SegmentationCode2
Mask2Former for Video Instance SegmentationCode2
DFormer: Rethinking RGBD Representation Learning for Semantic SegmentationCode2
Masked Generative DistillationCode2
MaskTerial: A Foundation Model for Automated 2D Material Flake DetectionCode2
MaSS13K: A Matting-level Semantic Segmentation BenchmarkCode2
MCANet: Medical Image Segmentation with Multi-Scale Cross-Axis AttentionCode2
MCIBI++: Soft Mining Contextual Information Beyond Image for Semantic SegmentationCode2
3DSAM-adapter: Holistic adaptation of SAM from 2D to 3D for promptable tumor segmentationCode2
Diffuse, Attend, and Segment: Unsupervised Zero-Shot Segmentation using Stable DiffusionCode2
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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