Event Prediction on TAXI benchmark leaderboard · SOTA2 Research

Event Prediction on TAXI

0.236RMSEΔtEVIL

Evaluation Results

Method	Links
EVIL2026.04		0.236	4.385	34.3	69.672	—
EVIL2026.04		0.241	4.054	29.9	71.038	—
FIM-PP2026.04		0.246	6.773	65.5	74.912	—
FIM-PP2026.04		0.25	4.083	31.1	71.108	—
DTPP2026.05		0.283	—	—	—	92.9
SURF-GLQ2026.05		0.286	—	—	—	90.9
SURF-CSB2026.05		0.288	—	—	—	90.5
EVIL2026.04		0.29	—	—	71.98	91
NJDTPP2026.05		0.296	—	—	—	90.8
EVIL2026.04		0.3	—	—	69.49	91
SURF-MoE2026.05		0.311	—	—	—	89.5
TimesFM2026.05		0.316	—	—	—	—
CDiff2026.04		0.318	5.966	54.7	89.535	—
A-NHP2026.04		0.32	—	—	85.13	91
A-NHP2025.09		0.32	—	—	85.13	91
HYPRO2026.04		0.322	5.952	50	85.994	—
TCDDM2026.04		0.327	5.877	64.8	88.051	—
SURF-GLQ2026.05		0.33	—	—	—	88.2
IFTPP2026.04		0.335	7.209	60.8	90.512	—
Dual-TPP2026.04		0.34	7.534	63.6	89.727	—
Dual-TPP2026.04		0.34	—	—	89.12	91
NHP2026.04		0.34	—	—	90.63	91
CDiff2026.04		0.34	—	—	87.12	91
HawkesEM2026.04		0.34	—	—	79.93	9
FIM-PP2026.04		0.34	—	—	98.03	52
Dual-TPP2025.09		0.34	—	—	89.12	91
NHP2025.09		0.34	—	—	90.63	91
CDiff2025.09		0.34	—	—	87.12	91
FIM-PP2025.09		0.34	—	—	98.03	47
A-NHP2026.04		0.347	6.441	68.2	89.07	—
NHP2026.04		0.351	7.405	64.1	91.625	—
NHP2026.05		0.369	—	—	—	91.5
GRUwE2026.05		0.369	—	—	—	91.4
AttNHP2026.05		0.37	—	—	—	91.3
THP2026.05		0.37	—	—	—	91.3
RMTPP2026.05		0.371	—	—	—	90.5
ODETPP2026.05		0.371	—	—	—	89.5
SAHP2026.05		0.372	—	—	—	90.3
FullyNN2026.05		0.373	—	—	—	—
IFTPP2026.05		0.377	—	—	—	91.4
IFTPP2026.04		0.38	—	—	90.03	90
IFTPP2025.09		0.38	—	—	90.03	90
MHP2026.05		0.382	—	—	—	90.5
FIM-PP2026.04		0.45	—	—	85.91	91
FIM-PP2025.09		0.45	—	—	85.91	91
SURF-CSB2026.05		0.456	—	—	—	90.3
SURF-MoE2026.05		0.491	—	—	—	89.7
A-NHP2025.09		—	24.76	—	97.4	—
CDiff2025.09		—	21.01	—	88	—
Dual-TPP2025.09		—	24.48	—	95.2	—
FIM-PP2025.09		—	23.15	—	76.8	—
FIM-PP2025.09		—	17.91	—	76.8	—
HYPRO2025.09		—	21.6	—	93.8	—
IFTPP2025.09		—	24.05	—	95.7	—
NHP2025.09		—	25.11	—	96.5	—
TCDDM2025.09		—	22.15	—	90.6	—