SOTA Prediction benchmarks and papers with code

Benchmarks

Dataset Name	SOTA Method	Metric
GEODRIVE-BENCH	Qwen3-VL-8B	Performance (CN)75.8	54	1mo ago
Server Room	DEMOTE	nRMSE0.0393	48	5mo ago
CA Traffic	DEMOTE	nRMSE29.72	48	5mo ago
CA Weather	DEMOTE	nRMSE0.6109	48	5mo ago
Pharyngitis (test)	RF	AUROC73.7	19	1mo ago
Breast Cancer (test)	LR	AUROC75.8	19	1mo ago
FinTSR-Bench C 1.0 (test)	FinSTaR	Event53.5	13	2mo ago
FinTSR-Bench 1.0 (test B)	FinSTaR	Event55.6	13	2mo ago
FinTSR-Bench 1.0 (test A)	FinSTaR	Event Performance57.2	13	2mo ago
EventDrive Hard	Qwen2.5-VL-7B-Instruct	Speed Error11.68	9	1mo ago
EventDrive	EventDrive-VLM	Predicted Speed42.44	9	1mo ago
SCM marginal shift	MST	ROC AUC1	9	5mo ago
Communities and Crime	Incremental MM^1	MSE0.0283	8	4mo ago
Dent maize genotypes (test)	Incremental MM*	MSE0.1156	7	4mo ago
Synthetic Sawtooth process	TNP w/ buffer	Average Predictive Density1.09	6	3mo ago
Synthetic Gaussian Processes	TNP-D	Average Predictive Density2.57	6	3mo ago
High-dimensional synthetic data (test)	Inc. MM	MSE4,397	6	4mo ago
GWHD (test)	ViT-B/16	Accuracy82.623	4	2mo ago
Simulated data p=100 (test)	MIBoost	MSPE29.48	4	5mo ago
Simulated data (p=50) (test)	SaLASSO	MSPE29.18	4	5mo ago
NuScenes-S	FastDrive	State44	3	2mo ago
CLEAR Control Group	Collapsed Gibbs	Time per 1000 Iterations287.85	3	5mo ago
CLEAR (Treatment Group)	Collapsed Gibbs	Time per 1000 Iterations232.64	3	5mo ago
Driving	-	-	0	1mo ago
Dent maize genotypes	-	MSE-	0	5mo ago

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