Model: wi-lab/lwm-competition-2025
Author: wi-lab
Pipeline: feature-extraction
Library: pytorch
Tags: pytorch, lwm, wireless, foundation-model, competition, data-limited, transformer, channel-estimation, localization, beam-prediction, channel-interpolation, los-nlos-classification, self-supervised-learning, feature-extraction, dataset:DeepMIMO, arxiv:2411.08872, model-index, region:us
Card metadata: tags: wireless, foundation-model, competition, data-limited, transformer, channel-estimation, localization, beam-prediction, channel-interpolation, los-nlos-classification, pytorch, self-supervised-learning
datasets: DeepMIMO
metrics: f1, mse, normalized-mse, localization-error
model-index: name: lwm-v1.1
results: task: type: classification
name: LoS/NLoS Classification
dataset: name: Wireless Channel Dataset
type: custom
metrics: type: f1
value: baseline
verified: no, task: type: regression
name: Channel Estimation
dataset: name: Wireless Channel Dataset
type: custom
metrics: type: normalized-mse
value: baseline
verified: no, task: type: regression
name: Channel Interpolation
dataset: name: Wireless Channel Dataset
type: custom
metrics: type: normalized-mse
value: baseline
verified: no, task: type: classification
name: Beam Prediction
dataset: name: Wireless Channel Dataset
type: custom
metrics: type: f1
value: baseline
verified: no, task: type: regression
name: Localization
dataset: name: Wireless Channel Dataset
type: custom
metrics: type: normalized-localization-error
value: baseline
verified: no
pipeline_tag: feature-extraction
library_name: pytorch
Likes: 2 | All-time downloads: 121
Created: 2025-11-08 18:27:34