SOTAVerified

Semantic Segmentation

Papers

Showing 26512660 of 14763 papers

TitleStatusHype
TVConv: Efficient Translation Variant Convolution for Layout-aware Visual ProcessingCode1
Unbiased Subclass Regularization for Semi-Supervised Semantic SegmentationCode1
Class-Balanced Pixel-Level Self-Labeling for Domain Adaptive Semantic SegmentationCode1
Local-Global Context Aware Transformer for Language-Guided Video SegmentationCode1
ESS: Learning Event-based Semantic Segmentation from Still ImagesCode1
Regional Semantic Contrast and Aggregation for Weakly Supervised Semantic SegmentationCode1
PanoFormer: Panorama Transformer for Indoor 360 Depth EstimationCode1
DATA: Domain-Aware and Task-Aware Self-supervised LearningCode1
TO-Scene: A Large-scale Dataset for Understanding 3D Tabletop ScenesCode1
3D-UCaps: 3D Capsules Unet for Volumetric Image SegmentationCode1
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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