Model: makkos-lilly/MultiTaskConvLSTM
Author: makkos-lilly
Tags: precipitation, convlstm, multitask-learning, climate, vegetation, amazon, en, license:mit, model-index, region:us
Card metadata: language: en
license: mit
tags: precipitation, convlstm, multitask-learning, climate, vegetation, amazon
model-index: name: MultiTask ConvLSTM w/veg inputs
results: task: type: time-series-forecasting
name: Precipitation Prediction
dataset: name: ERA5-Land Amazon Basin (2021–2023)
type: reanalysis
metrics: type: mean_squared_error
value: 0.28
verified: no, type: spearman_correlation
value: 0.87
verified: no, type: pearson_correlation
value: 0.79
verified: no, type: kendall_tau
value: 0.7
verified: no, type: nash_sutcliffe_efficiency
value: 0.62
verified: no, type: f1
value: 0.82
verified: no, type: accuracy
value: 0.9
verified: no, type: precision
value: 0.9
verified: no, type: ROC-AUC
value: 0.97
verified: no, type: recall
value: 0.75
verified: no
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Created: 2025-08-25 14:37:23