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Papers Benchmarks Datasets Tasks

NYC dataset and benchmarks – Page 3 · SOTA2 Research

Research Datasets

NYC

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Knowledge Graph Completion

NYC-Large (test)

52GPT Accuracy

7

Relational Triplet Extraction

NYC-Large (test)

46GPT Accuracy

7

Human Mobility Simulation

NYC dataset

0.054Distance Error

6

Road Function Prediction

NYC

82.97Micro-F1

6

Road Traffic Inference

NYC

3.3MAE

6

Visual Road Retrieval

NYC

0.553Recall@10

6

Next-POI Prediction

NYC User Last (test)

36.18HR@1

3

Local Service Recommendation

NYC

5.25CUR

2

Taxi Drop Forecasting

NYC

5.88MAE

2

Taxi Pick Forecasting

NYC

6.894MAE

2

Crowd Out Forecasting

NYC

13.076MAE

2

Next-POI Prediction

NYC Trajectory Last (test)

40.57HR@1

1

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