SOTAVerified

Semantic Segmentation

Papers

Showing 40014010 of 14763 papers

TitleStatusHype
Enhancing Rock Image Segmentation in Digital Rock Physics: A Fusion of Generative AI and State-of-the-Art Neural Networks0
PolyMaX: General Dense Prediction with Mask Transformer0
Single-shot Tomography of Discrete Dynamic ObjectsCode0
Reducing the Side-Effects of Oscillations in Training of Quantized YOLO Networks0
SAMVG: A Multi-stage Image Vectorization Model with the Segment-Anything Model0
SeaTurtleID2022: A long-span dataset for reliable sea turtle re-identification0
CSAM: A 2.5D Cross-Slice Attention Module for Anisotropic Volumetric Medical Image SegmentationCode1
Learning the What and How of Annotation in Video Object Segmentation0
SKU-Patch: Towards Efficient Instance Segmentation for Unseen Objects in Auto-Store0
Are foundation models efficient for medical image segmentation?0
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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