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 | |
| ReTINModel Category=Dynamic unimodal2026.03 | 71.98 | 66.87 | 81.09 | |
| ReTINModel Category=Dynamic unimodal2026.03 | 67.56 | 58.13 | 86.07 | |
| LogCLModel Category=Dynamic unimodal2026.03 | 57.04 | 46.07 | 77.87 | |
| RETIAModel Category=Dynamic unimodal2026.03 | 53.62 | 42.57 | 74.11 | |
| CognTKEModel Category=Dynamic unimodal2026.03 | 53.13 | 42.62 | 72.7 | |
| RPCModel Category=Dynamic unimodal2026.03 | 51.14 | 39.47 | 71.75 | |
| ANELModel Category=Dynamic unimodal2026.03 | 50.59 | 39.69 | 71.27 | |
| TempValidModel Category=Dynamic unimodal2026.03 | 50.31 | 39.46 | 70.55 | |
| TiRGNModel Category=Dynamic unimodal2026.03 | 50.04 | 39.25 | 70.71 | |
| RE-GCNModel Category=Dynamic unimodal2026.03 | 48.03 | 37.33 | 68.27 | |
| DySarlModel Category=Static multimodal2026.03 | 47.28 | 29.65 | 69.67 | |
| xERTEModel Category=Dynamic unimodal2026.03 | 46.62 | 37.84 | 63.92 | |
| CENETModel Category=Dynamic unimodal2026.03 | 41.95 | 32.17 | 60.43 | |
| IMFModel Category=Static multimodal2026.03 | 34.78 | 24.41 | 55.71 | |
| OTKGEModel Category=Static multimodal2026.03 | 31.36 | 20.36 | 53.42 | |
| DySarlModel Category=Static multimodal2026.03 | 30.81 | 18.27 | 46.4 | |
| MoSEModel Category=Static multimodal2026.03 | 29.71 | 18.21 | 53.45 | |
| TransAEModel Category=Static multimodal2026.03 | 26.79 | 13.86 | 52.18 | |
| LogCLModel Category=Dynamic unimodal2026.03 | 23.75 | 14.64 | 42.33 | |
| RPCModel Category=Dynamic unimodal2026.03 | 22.41 | 14.42 | 38.33 | |
| ANELModel Category=Dynamic unimodal2026.03 | 22.06 | 13.85 | 38.33 | |
| TempValidModel Category=Dynamic unimodal2026.03 | 21.88 | 14.37 | 37 | |
| TiRGNModel Category=Dynamic unimodal2026.03 | 21.67 | 13.63 | 37.6 | |
| RETIAModel Category=Dynamic unimodal2026.03 | 20.29 | 12.7 | 35.13 | |
| CENETModel Category=Dynamic unimodal2026.03 | 20.23 | 12.69 | 34.92 | |
| CognTKEModel Category=Dynamic unimodal2026.03 | 20.15 | 13.25 | 33.18 | |
| RE-GCNModel Category=Dynamic unimodal2026.03 | 19.64 | 12.42 | 33.69 | |
| xERTEModel Category=Dynamic unimodal2026.03 | 18.09 | 12.3 | 30.34 | |
| IMFModel Category=Static multimodal2026.03 | 17.97 | 10.94 | 31.81 | |
| OTKGEModel Category=Static multimodal2026.03 | 17.01 | 10.09 | 30.5 | |
| MoSEModel Category=Static multimodal2026.03 | 16.76 | 10.01 | 30 | |
| TransAEModel Category=Static multimodal2026.03 | 13.31 | 4.42 | 29.93 |