jajupmochi/swiss-river-network-benchmark

🌊 Swiss River Network Benchmark — interactive explorer

Companion explorer for the ICPR 2026 paper "Benchmarking Transformers on Spatio-Temporal River Water Temperature Modeling." It serves two audiences from the paper's released CSVs (no GPU, no model weights):

For hydrologists

• —🗺️ Map & overview — monitoring stations on a Switzerland basemap (coordinates converted from CH1903/LV03 to WGS84) with the river-network graph overlaid; markers coloured by a chosen per-station error metric.
• —🌡️ Raw series & seasonality — per-station air/water-temperature time series and the seasonal (day-of-year) cycle.

For ML researchers

• —📊 Method comparison — history-window-length sweep (RMSE/MAE/NSE) across the eight architectures.
• —📍 Per-station error, ⏱️ Forecasting horizons, 🔊 Noise robustness, 📋 Results table (every per-statistic value), 🕸️ Multi-aspect radar.

For everyone

• —⬆️ Upload your data — drop a .csv / .tsv / .xlsx / .xls / .json / .parquet file with a time column + numeric value column(s) to plot it instantly.

Source & full reproduction: <https://github.com/jajupmochi/swiss-river-network-benchmark> · Docs: <https://jajupmochi.github.io/swiss-river-network-benchmark/>