SOTAVerified

Semantic Segmentation

Papers

Showing 34613470 of 14763 papers

TitleStatusHype
Pit30M: A Benchmark for Global Localization in the Age of Self-Driving CarsCode1
Semantic Segmentation on Swiss3DCities: A Benchmark Study on Aerial Photogrammetric 3D Pointcloud DatasetCode1
FcaNet: Frequency Channel Attention NetworksCode1
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic SegmentationCode1
Learning Dynamic Network Using a Reuse Gate Function in Semi-supervised Video Object SegmentationCode1
Three Ways to Improve Semantic Segmentation with Self-Supervised Depth EstimationCode1
SCNet: Training Inference Sample Consistency for Instance SegmentationCode1
FG-Net: Fast Large-Scale LiDAR Point Clouds Understanding Network Leveraging Correlated Feature Mining and Geometric-Aware ModellingCode1
Exploring Data-Efficient 3D Scene Understanding with Contrastive Scene ContextsCode1
Towards Recognizing New Semantic Concepts in New Visual DomainsCode1
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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