Multimodal Event Forecasting on ICE IMG-TXT 18
64.56MRRDyMRL
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DyMRL2026.03 | 64.56 | 57.29 | 78.23 | |
| ReTINModel Category=Dynamic unimodal2026.03 | 52.73 | 44.24 | 69.26 | |
| RETIAModel Category=Dynamic unimodal2026.03 | 35.92 | 25.23 | 56.58 | |
| LogCLModel Category=Dynamic unimodal2026.03 | 35.67 | 24.53 | 57.74 | |
| CognTKEModel Category=Dynamic unimodal2026.03 | 35.24 | 25.21 | 54.71 | |
| RPCModel Category=Dynamic unimodal2026.03 | 34.91 | 24.34 | 55.89 | |
| ANELModel Category=Dynamic unimodal2026.03 | 34.04 | 23.53 | 54.71 | |
| TiRGNModel Category=Dynamic unimodal2026.03 | 33.7 | 23.16 | 54.25 | |
| DySarlModel Category=Static multimodal2026.03 | 33.52 | 21.14 | 52 | |
| TempValidModel Category=Dynamic unimodal2026.03 | 33.5 | 23.91 | 52.33 | |
| RE-GCNModel Category=Dynamic unimodal2026.03 | 30.58 | 21.01 | 48.75 | |
| xERTEModel Category=Dynamic unimodal2026.03 | 29.98 | 22.05 | 44.83 | |
| CENETModel Category=Dynamic unimodal2026.03 | 27.85 | 18.15 | 46.98 | |
| IMFModel Category=Static multimodal2026.03 | 26.57 | 16.96 | 45.48 | |
| OTKGEModel Category=Static multimodal2026.03 | 22.51 | 12.7 | 42.68 | |
| MoSEModel Category=Static multimodal2026.03 | 20.88 | 11.25 | 41.09 | |
| TransAEModel Category=Static multimodal2026.03 | 19.66 | 9.97 | 39.16 |