SOTAVerified

Semantic Segmentation

Papers

Showing 621630 of 14763 papers

TitleStatusHype
iFormer: Integrating ConvNet and Transformer for Mobile ApplicationCode2
IKEA Manuals at Work: 4D Grounding of Assembly Instructions on Internet VideosCode2
A Data-scalable Transformer for Medical Image Segmentation: Architecture, Model Efficiency, and BenchmarkCode2
DAMamba: Vision State Space Model with Dynamic Adaptive ScanCode2
Augmented Object Intelligence with XR-ObjectsCode2
Improving Nighttime Driving-Scene Segmentation via Dual Image-adaptive Learnable FiltersCode2
DeCLIP: Decoupled Learning for Open-Vocabulary Dense PerceptionCode2
Adversarial Supervision Makes Layout-to-Image Diffusion Models ThriveCode2
In Defense of Lazy Visual Grounding for Open-Vocabulary Semantic SegmentationCode2
CrossEarth: Geospatial Vision Foundation Model for Domain Generalizable Remote Sensing Semantic SegmentationCode2
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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
4InternImage-HValidation mIoU62.9Unverified
5M3I Pre-training (InternImage-H)Validation 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