SOTAVerified

Semantic Segmentation

Papers

Showing 20312040 of 14763 papers

TitleStatusHype
Self-Supervised Unseen Object Instance Segmentation via Long-Term Robot InteractionCode1
An Informative Path Planning Framework for Active Learning in UAV-based Semantic MappingCode1
GDB: Gated convolutions-based Document BinarizationCode1
CosPGD: an efficient white-box adversarial attack for pixel-wise prediction tasksCode1
Window Size Selection in Unsupervised Time Series Analytics: A Review and BenchmarkCode1
DilateFormer: Multi-Scale Dilated Transformer for Visual RecognitionCode1
LaMPP: Language Models as Probabilistic Priors for Perception and ActionCode1
The Learnable Typewriter: A Generative Approach to Text AnalysisCode1
Rethinking Semi-Supervised Medical Image Segmentation: A Variance-Reduction PerspectiveCode1
SegForestNet: Spatial-Partitioning-Based Aerial 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