SOTAVerified

Semantic Segmentation

Papers

Showing 17511760 of 14763 papers

TitleStatusHype
DeepSatData: Building large scale datasets of satellite images for training machine learning modelsCode1
Boundary Guided Context Aggregation for Semantic SegmentationCode1
Backdoor Attacks for Remote Sensing Data with Wavelet TransformCode1
Background Activation Suppression for Weakly Supervised Object Localization and Semantic SegmentationCode1
Gompertz Linear Units: Leveraging Asymmetry for Enhanced Learning DynamicsCode1
GOV-NeSF: Generalizable Open-Vocabulary Neural Semantic FieldsCode1
Background-Aware Pooling and Noise-Aware Loss for Weakly-Supervised Semantic SegmentationCode1
Alternate Diverse Teaching for Semi-supervised Medical Image SegmentationCode1
Deep Semi-supervised Knowledge Distillation for Overlapping Cervical Cell Instance SegmentationCode1
Deep Multimodal Fusion by Channel ExchangingCode1
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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