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ETA Prediction research benchmarks · SOTA2 Research

ETA Prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

UAE Cross-country Source Domain

3.654CRPS

9

Jun 2, 2026

Kuwait Cross-country Source Domain

3.328CRPS

9

Jun 2, 2026

Qatar Cross-country Source Domain

3.373CRPS

9

Jun 2, 2026

Saudi Arabia Cross-country Source Domain

3.187CRPS

9

Jun 2, 2026

HK (China) Cross-country Source Domain

4.414CRPS

9

Jun 2, 2026

Brazil Cross-country Target Domain

4.826CRPS

9

Jun 2, 2026

HK (China) Intra-country Source Domain

4.469CRPS

9

Jun 2, 2026

Saudi Arabia Intra-country, Source Domain

3.19CRPS

9

Jun 2, 2026

Saudi Arabia Intra-country Target Domain

4.361CRPS

9

Jun 2, 2026

South Korea real-world dataset (test)

8.78MAPE (%)

5

Feb 26, 2026

Meituan-Keeta Mature Sources (Online A/B test)

6.31MAE

1

Jun 2, 2026

Meituan-Keeta Cold Start Targets (Online A/B test)

15.43MAE

1

Jun 2, 2026

Popular datasets

Saudi Arabia Meituan-Keeta HK (China)Brazil South Korea real-world dataset

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