2 papers
cs.AI2026
Life After Benchmark Saturation: A Case Study of CORE-Bench
Nitya Nadgir, Sayash Kapoor, Kangheng Liu +11
When a benchmark's accuracy saturates, it is often retired and replaced with a more challenging version. We show that this approach privileges accuracy and misses the opportunity t…
cs.LG2023
Upscaling Global Hourly GPP with Temporal Fusion Transformer (TFT)
Rumi Nakagawa, Mary Chau, John Calzaretta +5
Reliable estimates of Gross Primary Productivity (GPP), crucial for evaluating climate change initiatives, are currently only available from sparsely distributed eddy covariance to…