Multimodal Event Forecasting on GDELT IMG-TXT benchmark leaderboard · SOTA2 Research

Multimodal Event Forecasting on GDELT IMG-TXT

79.34MRRDyMRL

Evaluation Results

Method	Links
DyMRL2026.03		79.34	72.2	92.56
DyMRL2026.03		75.83	71.72	83.36
ReTIN2026.03		71.98	66.87	81.09
ReTIN2026.03		67.56	58.13	86.07
LogCL2026.03		57.04	46.07	77.87
RETIA2026.03		53.62	42.57	74.11
CognTKE2026.03		53.13	42.62	72.7
RPC2026.03		51.14	39.47	71.75
ANEL2026.03		50.59	39.69	71.27
TempValid2026.03		50.31	39.46	70.55
TiRGN2026.03		50.04	39.25	70.71
RE-GCN2026.03		48.03	37.33	68.27
DySarl2026.03		47.28	29.65	69.67
xERTE2026.03		46.62	37.84	63.92
CENET2026.03		41.95	32.17	60.43
IMF2026.03		34.78	24.41	55.71
OTKGE2026.03		31.36	20.36	53.42
DySarl2026.03		30.81	18.27	46.4
MoSE2026.03		29.71	18.21	53.45
TransAE2026.03		26.79	13.86	52.18
LogCL2026.03		23.75	14.64	42.33
RPC2026.03		22.41	14.42	38.33
ANEL2026.03		22.06	13.85	38.33
TempValid2026.03		21.88	14.37	37
TiRGN2026.03		21.67	13.63	37.6
RETIA2026.03		20.29	12.7	35.13
CENET2026.03		20.23	12.69	34.92
CognTKE2026.03		20.15	13.25	33.18
RE-GCN2026.03		19.64	12.42	33.69
xERTE2026.03		18.09	12.3	30.34
IMF2026.03		17.97	10.94	31.81
OTKGE2026.03		17.01	10.09	30.5
MoSE2026.03		16.76	10.01	30
TransAE2026.03		13.31	4.42	29.93