Long Video Event Prediction on CMD
62.43AccuracyVISTA
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| VISTA2026.05 | 62.43 | 25.92 | 33.12 | 24.94 | 63.14 | |
| Video-RAG2026.05 | 44.94 | 17.78 | 22.06 | 18.33 | 46.06 | |
| Goldfish2026.05 | 43.41 | 17.34 | 20.03 | 16.67 | 43.91 | |
| LongVILAfine-tuning=true2026.05 | 42.94 | 15.72 | 17.79 | 16.67 | 42.23 | |
| VideoAgentvariant=F2026.05 | 42.73 | 16.72 | 20.02 | 17.21 | 44.91 | |
| Video-CCAMfine-tuning=true2026.05 | 42.31 | 16.23 | 18.54 | 16.64 | 41.42 | |
| VideoAgentvariant=W2026.05 | 41.31 | 15.49 | 18.24 | 16.64 | 42.42 | |
| LongVILA2026.05 | 41.17 | 14.72 | 18.23 | 15.31 | 42.61 | |
| Video-CCAM2026.05 | 39.56 | 13.61 | 16.54 | 14.64 | 41.42 | |
| LongLLaVA2026.05 | 39.32 | 13.25 | 16.71 | 14.34 | 39.72 | |
| Video-XL2026.05 | 37.24 | 13.21 | 15.54 | 13.34 | 38.14 | |
| LLaMA-VIDfine-tuning=true2026.05 | 37.02 | 12.91 | 14.83 | 13.32 | 37.64 | |
| LLaMA-VID2026.05 | 36.14 | 12.54 | 14.57 | 12.75 | 36.36 | |
| MovieChatfine-tuning=true2026.05 | 35.43 | 13.34 | 14.32 | 12.83 | 35.87 | |
| Movie-LLM2026.05 | 33.23 | 12.89 | 14.43 | 12.71 | 35.61 | |
| MovieChat2026.05 | 32.72 | 12.34 | 13.52 | 11.81 | 34.61 | |
| OC-2-Reasoning2026.05 | 25.64 | 7.12 | 6.24 | 5.45 | 30.18 | |
| VLEP2026.05 | 23.88 | — | — | — | — |