Temporal Point Process Modeling on Synthetic datasets Aggregated (Synth.) benchmark leaderboard · SOTA2 Research

Temporal Point Process Modeling on Synthetic datasets Aggregated (Synth.)

0.003ESIGTPP

Evaluation Results

Method	Links
SIGTPP2026.07		0.003	0.204	0.138	0.768	0.313	0.04	0.035	0.071	—	0.081
VAE2026.07		0.02	0.249	0.226	0.72	0.406	0.071	0.03	0.071	—	0.122
DDPM2026.07		0.021	0.259	0.705	0.723	0.534	0.083	0.042	0.072	—	0.157
WGAN2026.07		0.032	0.288	0.687	0.721	0.665	0.076	0.038	0.074	—	0.168
GAMMA2026.07		0.047	0.3	0.663	0.746	0.538	0.06	0.057	0.074	—	0.177
SIGTPP2026.07		1	1	2	4.3	1.5	1.3	2.8	2.5	2.03	—
VAE2026.07		2.5	2.5	2.5	2.3	2.5	3.3	1.8	1.8	2.38	—
DDPM2026.07		3.3	3.8	4	2.8	3.8	4.5	3.5	3.3	3.59	—
WGAN2026.07		4	3.8	3.5	2	4	3.3	3.3	3.5	3.41	—