Multimodal Event Forecasting on ICE IMG-TXT 14
62.84MRRDyMRL
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| DyMRL2026.03 | 62.84 | 56 | 76.03 | |
| ReTINModel Category=Dynamic unimodal2026.03 | 52.43 | 43.85 | 68.75 | |
| LogCLModel Category=Dynamic unimodal2026.03 | 48.87 | 37.76 | 70.26 | |
| RETIAModel Category=Dynamic unimodal2026.03 | 46.28 | 36.02 | 66.37 | |
| CognTKEModel Category=Dynamic unimodal2026.03 | 46.06 | 36.49 | 64.49 | |
| TempValidModel Category=Dynamic unimodal2026.03 | 45.78 | 35.5 | 65.06 | |
| TiRGNModel Category=Dynamic unimodal2026.03 | 44.75 | 34.26 | 65.28 | |
| ANELModel Category=Dynamic unimodal2026.03 | 44.74 | 34.4 | 64.66 | |
| RPCModel Category=Dynamic unimodal2026.03 | 44.55 | 34.87 | 65.08 | |
| RE-GCNModel Category=Dynamic unimodal2026.03 | 40.39 | 30.66 | 59.21 | |
| xERTEModel Category=Dynamic unimodal2026.03 | 40.02 | 32.06 | 56.17 | |
| CENETModel Category=Dynamic unimodal2026.03 | 39.02 | 29.62 | 57.49 | |
| DySarlModel Category=Static multimodal2026.03 | 38.14 | 21.75 | 57.8 | |
| IMFModel Category=Static multimodal2026.03 | 33.89 | 24.28 | 52.69 | |
| OTKGEModel Category=Static multimodal2026.03 | 31.36 | 21.03 | 51.57 | |
| MoSEModel Category=Static multimodal2026.03 | 27.18 | 15.59 | 51.29 | |
| TransAEModel Category=Static multimodal2026.03 | 24.34 | 11.76 | 49.62 |