SOTAVerified

Semantic Segmentation

Papers

Showing 39113920 of 14763 papers

TitleStatusHype
Differentiable Multi-Granularity Human Representation Learning for Instance-Aware Human Semantic ParsingCode1
1st Place Solutions for OpenImage2019 -- Object Detection and Instance SegmentationCode1
Explore the Potential of CLIP for Training-Free Open Vocabulary Semantic SegmentationCode1
Triple-cooperative Video Shadow DetectionCode1
Analyzing Overfitting under Class Imbalance in Neural Networks for Image SegmentationCode1
Differentiable Soft-Masked AttentionCode1
Bird's-Eye-View Panoptic Segmentation Using Monocular Frontal View ImagesCode1
TSP-Transformer: Task-Specific Prompts Boosted Transformer for Holistic Scene UnderstandingCode1
Exploring Fine-Grained Image-Text Alignment for Referring Remote Sensing Image SegmentationCode1
Explicitly incorporating spatial information to recurrent networks for agricultureCode1
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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