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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1–5 of 5 papers

TitleStatusHype
Fine-Grained Urban Flow Inference with Multi-scale Representation Learning—0
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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All datasetsTaxiBJ-P1TaxiBJ-P2TaxiBJ-P4TaxiBJ-P3

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1HAMSE22.48—Unverified
2SRCNNMSE18.46—Unverified
3ESPCNMSE17.69—Unverified
4SRResNetMSE17.34—Unverified
5VDSRMSE17.3—Unverified
6DeepSDMSE17.27—Unverified
7UrbanFM-neMSE16.12—Unverified
8UrbanFMMSE15.6—Unverified
9STCFMSE14.92—Unverified