SOTAVerified

Semantic Segmentation

Papers

Showing 7180 of 14763 papers

TitleStatusHype
No time to train! Training-Free Reference-Based Instance SegmentationCode3
DFormerv2: Geometry Self-Attention for RGBD Semantic SegmentationCode3
UFO: A Unified Approach to Fine-grained Visual Perception via Open-ended Language InterfaceCode3
DICEPTION: A Generalist Diffusion Model for Visual Perceptual TasksCode3
ConceptAttention: Diffusion Transformers Learn Highly Interpretable FeaturesCode3
Advances in Multimodal Adaptation and Generalization: From Traditional Approaches to Foundation ModelsCode3
How Well Do Supervised 3D Models Transfer to Medical Imaging Tasks?Code3
SegMAN: Omni-scale Context Modeling with State Space Models and Local Attention for Semantic SegmentationCode3
SAMWISE: Infusing Wisdom in SAM2 for Text-Driven Video SegmentationCode3
SVGDreamer++: Advancing Editability and Diversity in Text-Guided SVG GenerationCode3
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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