Video Question Answering on AGQA-Decomp 1.0 (test)
63.75c-F1VA³
Evaluation results
| Method | Links | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| VA³Base Architecture=HGA2024.07 | 63.75 | 43.04 | 56.82 | 47.88 | 42.18 | 74.69 | 62.98 | 67.52 | 60.38 | 57.47 | 64.83 | 60.93 | — | |
| HGA2024.07 | 60.78 | 41.18 | 56.62 | 46.61 | 36.03 | 73.11 | 59.75 | 64.02 | 57.85 | 57.35 | 63.55 | 60.29 | — | |
| VA³Base Architecture=HME2024.07 | 52.83 | 39.91 | 52.26 | 44.3 | 35.23 | 73.56 | 59.75 | 57.78 | 48.66 | 55.81 | 64.58 | 59.87 | — | |
| VA³Backbone=HQGA2024.07 | 51.75 | — | — | — | — | — | — | — | — | — | — | 63.26 | 47.91 | |
| VA³Backbone=HGA2024.07 | 51.08 | — | — | — | — | — | — | — | — | — | — | 63.58 | 48.38 | |
| HQGA2024.07 | 50.65 | — | — | — | — | — | — | — | — | — | — | 62.97 | 46.64 | |
| VA³Backbone=HME2024.07 | 49.87 | — | — | — | — | — | — | — | — | — | — | 64.01 | 46.07 | |
| HME2024.07 | 49.29 | 36.29 | 51.41 | 41.59 | 29.68 | 71.73 | 56.59 | 53.06 | 46.02 | 56.57 | 63.33 | 59.76 | — | |
| HGA2024.07 | 48.42 | — | — | — | — | — | — | — | — | — | — | 63.45 | 47.26 | |
| VA³Base Architecture=HQGA2024.07 | 48.33 | 42.35 | 51.53 | 45.57 | 35.28 | 74.01 | 60.06 | 56.02 | 42.5 | 55.26 | 68.04 | 60.99 | — | |
| HME2024.07 | 48.32 | — | — | — | — | — | — | — | — | — | — | 63.71 | 44.28 | |
| HQGA2024.07 | 45.16 | 41.05 | 50.4 | 44.34 | 33.22 | 70.03 | 56.77 | 54.49 | 38.55 | 53.89 | 69.04 | 60.53 | — |