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Models/ST-MoE-BERT

ST-MoE-BERT

Reported on 9 benchmarks across 1 task · 1 paper · 9 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Time Series9 results

Trajectory PredictiononYJMob100K@C
Accuracy· 2024-10-18
28.9
SOTA
ST-MoE-BERT: A Spatial-Temporal Mixture-of-Experts Framework for Long-Term Cross-City Mobility Prediction arXiv:2410.14099
Trajectory PredictiononYJMob100K@C
BLEU· 2024-10-18
29.7
SOTA
ST-MoE-BERT: A Spatial-Temporal Mixture-of-Experts Framework for Long-Term Cross-City Mobility Prediction arXiv:2410.14099
Trajectory PredictiononYJMob100K@C
DTW R@1· 2024-10-18
19.7
SOTA
ST-MoE-BERT: A Spatial-Temporal Mixture-of-Experts Framework for Long-Term Cross-City Mobility Prediction arXiv:2410.14099
Trajectory PredictiononYJMob100K@D
Accuracy· 2024-10-18
26.5
SOTA
ST-MoE-BERT: A Spatial-Temporal Mixture-of-Experts Framework for Long-Term Cross-City Mobility Prediction arXiv:2410.14099
Trajectory PredictiononYJMob100K@D
BLEU· 2024-10-18
30
SOTA
ST-MoE-BERT: A Spatial-Temporal Mixture-of-Experts Framework for Long-Term Cross-City Mobility Prediction arXiv:2410.14099
Trajectory PredictiononYJMob100K@D
DTW R@1· 2024-10-18
48.1
SOTA
ST-MoE-BERT: A Spatial-Temporal Mixture-of-Experts Framework for Long-Term Cross-City Mobility Prediction arXiv:2410.14099
Trajectory PredictiononYJMob100K@B
Accuracy· 2024-10-18
28.7
SOTA
ST-MoE-BERT: A Spatial-Temporal Mixture-of-Experts Framework for Long-Term Cross-City Mobility Prediction arXiv:2410.14099
Trajectory PredictiononYJMob100K@B
BLEU· 2024-10-18
29.7
SOTA
ST-MoE-BERT: A Spatial-Temporal Mixture-of-Experts Framework for Long-Term Cross-City Mobility Prediction arXiv:2410.14099
Trajectory PredictiononYJMob100K@B
DTW R@1· 2024-10-18
29.3
SOTA
ST-MoE-BERT: A Spatial-Temporal Mixture-of-Experts Framework for Long-Term Cross-City Mobility Prediction arXiv:2410.14099