SOTAVerified

Semantic Segmentation

Papers

Showing 63016325 of 14763 papers

TitleStatusHype
Gastric histopathology image segmentation using a hierarchical conditional random field0
Is Long Range Sequential Modeling Necessary For Colorectal Tumor Segmentation?0
GASNet: Weakly-supervised Framework for COVID-19 Lesion Segmentation0
Instance Scale Normalization for image understanding0
GASA-UNet: Global Axial Self-Attention U-Net for 3D Medical Image Segmentation0
GAPLE: Generalizable Approaching Policy LEarning for Robotic Object Searching in Indoor Environment0
GAN- vs. JPEG2000 Image Compression for Distributed Automotive Perception: Higher Peak SNR Does Not Mean Better Semantic Segmentation0
Human-Machine CRFs for Identifying Bottlenecks in Holistic Scene Understanding0
Consistency Regularization with High-dimensional Non-adversarial Source-guided Perturbation for Unsupervised Domain Adaptation in Segmentation0
Human Perception-based Evaluation Criterion for Ultra-high Resolution Cell Membrane Segmentation0
A survey of Object Classification and Detection based on 2D/3D data0
Human Semantic Segmentation using Millimeter-Wave Radar Sparse Point Clouds0
GANtruth - an unpaired image-to-image translation method for driving scenarios0
Understanding More about Human and Machine Attention in Deep Neural Networks0
GA-NET: Global Attention Network for Point Cloud Semantic Segmentation0
A Survey of Multi-sensor Fusion Perception for Embodied AI: Background, Methods, Challenges and Prospects0
Blurring the Line Between Structure and Learning to Optimize and Adapt Receptive Fields0
ISP Distillation0
Gamifying Video Object Segmentation0
Consistency Regularisation in Varying Contexts and Feature Perturbations for Semi-Supervised Semantic Segmentation of Histology Images0
Consistency Model is an Effective Posterior Sample Approximation for Diffusion Inverse Solvers0
Hybrid Dense-UNet201 Optimization for Pap Smear Image Segmentation Using Spider Monkey Optimization0
GAGS: Granularity-Aware Feature Distillation for Language Gaussian Splatting0
AutoDepthNet: High Frame Rate Depth Map Reconstruction using Commodity Depth and RGB Cameras0
GAEI-UNet: Global Attention and Elastic Interaction U-Net for Vessel Image Segmentation0
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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