SOTAVerified

Fine-Grained Urban Flow Inference

Fine-grained urban flow inference (FUFI) aims to infer the fine-grained urban flow map from the coarse-grained one.

Papers

Showing 15 of 5 papers

TitleStatusHype
Fine-Grained Urban Flow Inference with Multi-scale Representation Learning0
Spatial-Temporal Contrasting for Fine-Grained Urban Flow InferenceCode1
Fine-grained Urban Flow Inference with Incomplete DataCode0
Fine-Grained Urban Flow InferenceCode1
UrbanFM: Inferring Fine-Grained Urban FlowsCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1HAMSE22.48Unverified
2SRCNNMSE18.46Unverified
3ESPCNMSE17.69Unverified
4SRResNetMSE17.34Unverified
5VDSRMSE17.3Unverified
6DeepSDMSE17.27Unverified
7UrbanFM-neMSE16.12Unverified
8UrbanFMMSE15.6Unverified
9STCFMSE14.92Unverified
#ModelMetricClaimedVerifiedStatus
1UrbanFM-neMSE 19.24Unverified
2UrbanFMMSE 18.74Unverified
3STCFMSE 18.26Unverified
#ModelMetricClaimedVerifiedStatus
1UrbanFM-neMSE 12.67Unverified
2UrbanFMMSE 12.26Unverified
3STCFMSE 11.77Unverified
#ModelMetricClaimedVerifiedStatus
1UrbanFMMSE20.21Unverified
2STCFMSE19.42Unverified