Share your thoughts, 1 month free Claude Pro on usSee more
WorkDL logo mark

NYC

Benchmarks

Task NameDataset NameSOTA ResultTrend
Next-POI RecommendationNYC (test)
Recall@565.38
36
Knowledge Graph Completion (KGC)NYC
GPT Accuracy56
32
Relational Triplet Extraction (RTE)NYC
GPT Accuracy52
32
Next POI PredictionNYC
ACC@135.87
31
Next POI recommendationNYC
ND@10.2451
26
Check-in PredictionNYC Target from CHI & SF
R^20.802
24
Time-series Anomaly DetectionNYC
A-R Score81.6
16
Multivariate Time Series Anomaly DetectionNYC
Precision100
16
Time-Series Anomaly DetectionNYC
AUC-PR7.6
16
Time Series Anomaly DetectionNYC
Affiliation Precision100
16
Anomaly DetectionNYC
R-R46.1
16
Time Series Anomaly DetectionNYC
AUC-ROC85.7
16
Nightlight PredictionNYC Target from CHI & SF
R^20.891
16
Carbon PredictionNYC Target from CHI & SF
R^20.531
16
Population PredictionNYC Target from CHI & SF
R^20.81
16
Service Call PredictionNYC Target from CHI & SF
R^20.713
16
Crime PredictionNYC Target from CHI & SF
R^20.769
16
Semantic SegmentationNYC 1m GSD (test)
mIoU33.34
15
Next-location predictionNYC (test)
Acc@127.34
14
Spatio-temporal ForecastingNYC 30min
MAE10.81
13
Next POI PredictionNYC (Tail)
H@2066.61
13
Next POI PredictionNYC (Head)
H@2099.15
13
Next Point-of-Interest RecommendationNYC
HR@557.02
13
Ramp MeteringNYC Queens (out-of-domain)
Travel Time95.09
13
Subway SchedulingNYC Queens (out-of-domain)
Electricity Consumption155.75
13
Showing 25 of 62 rows