Temporal Point Process Modeling on All datasets Combined (All) benchmark leaderboard · SOTA2 Research

Temporal Point Process Modeling on All datasets Combined (All)

0.024ESIGTPP

Evaluation Results

Method	Links
SIGTPP2026.07		0.024	0.27	0.118	0.835	0.352	0.074	0.036	0.094	—	0.124
VAE2026.07		0.061	0.305	0.18	0.737	0.393	0.09	0.038	0.094	—	0.154
DDPM2026.07		0.064	0.326	0.66	0.733	0.466	0.112	0.051	0.104	—	0.202
WGAN2026.07		0.095	0.36	0.421	0.767	0.519	0.107	0.044	0.099	—	0.201
GAMMA2026.07		0.121	0.383	0.74	0.793	0.648	0.104	0.074	0.111	—	0.25
SIGTPP2026.07		1.7	1.2	1.7	4.2	1.7	2.2	2.1	2.4	2.15	—
DDPM2026.07		2.7	3.2	4.1	2	3.1	3.9	3.2	3.3	3.19	—
VAE2026.07		2.9	2.8	2.8	1.9	2.6	2.7	2.1	1.7	2.42	—
WGAN2026.07		3.3	3.3	3.2	2.9	3.8	3.1	3.2	3.3	3.28	—