Video Question Answering on RAVEN-QA Hard Queries
96.8Accuracy
VLM Only
Updated 1mo ago
Evaluation Results
| Method | Links | |
|---|---|---|
2026.06 | 96.8 | |
2026.06 | 95.1 | |
2026.06 | 92.7 | |
2026.06 | 85.4 | |
2026.06 | 85.4 | |
2026.06 | 82.9 | |
2026.06 | 82.9 | |
2026.06 | 82.9 | |
2026.06 | 82.9 | |
2026.06 | 82.9 | |
2026.06 | 82.9 | |
2026.06 | 80.5 | |
2026.06 | 80.5 | |
2026.06 | 80.5 | |
2026.06 | 80.5 | |
2026.06 | 78 | |
2026.06 | 78 | |
2026.06 | 73.2 | |
2026.06 | 73.2 | |
2026.06 | 73.2 | |
2026.06 | 73.2 | |
2026.06 | 68.3 | |
2026.06 | 68.3 | |
2026.06 | 63.4 | |
2026.06 | 63.4 | |
2026.06 | 63.4 | |
2026.06 | 63.4 | |
2026.06 | 61 | |
2026.06 | 61 | |
2026.06 | 58.5 | |
2026.06 | 58.5 | |
2026.06 | 58.5 | |
2026.06 | 56.1 | |
2026.06 | 56.1 | |
2026.06 | 56.1 | |
2026.06 | 56.1 | |
2026.06 | 53.7 | |
2026.06 | 51.2 | |
2026.06 | 51.2 | |
2026.06 | 48.8 | |
2026.06 | 48.8 | |
2026.06 | 46.3 | |
2026.06 | 46.3 | |
2026.06 | 43.9 | |
2026.06 | 43.9 | |
2026.06 | 41.5 | |
2026.06 | 41.5 | |
2026.06 | 39 | |
2026.06 | 36.6 | |
2026.06 | 34.1 | |
2026.06 | 34.1 | |
2026.06 | 26.8 | |
2026.06 | 24.4 | |
2026.06 | 24.4 | |
2026.06 | 22 | |
2026.06 | 19.5 | |
2026.06 | 17.1 | |
2026.06 | 17.1 | |
2026.06 | 14.6 | |
2026.06 | 7.3 | |
2026.06 | 4.9 | |
2026.06 | 2.4 | |
2026.06 | 2.4 | |
2026.06 | 2.4 |