SOTAVerified

Semantic Segmentation

Papers

Showing 28812890 of 14763 papers

TitleStatusHype
Analyzing Decades-Long Environmental Changes in Namibia Using Archival Aerial Photography and Deep Learning0
Adapting the Segment Anything Model During Usage in Novel Situations0
A Mutual Inclusion Mechanism for Precise Boundary Segmentation in Medical ImagesCode0
Vision-Aware Text Features in Referring Image Segmentation: From Object Understanding to Context UnderstandingCode0
Practical Guidelines for Cell Segmentation Models Under Optical Aberrations in Microscopy0
AdaContour: Adaptive Contour Descriptor with Hierarchical RepresentationCode0
Pay Attention to Your Neighbours: Training-Free Open-Vocabulary Semantic SegmentationCode2
Let-It-Flow: Simultaneous Optimization of 3D Flow and Object ClusteringCode1
Tackling Ambiguity from Perspective of Uncertainty Inference and Affinity Diversification for Weakly Supervised Semantic SegmentationCode0
Practical Region-level Attack against Segment Anything ModelsCode0
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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