Video Question Answering on NextQA
85.4Accuracy
Penguin-VL
Updated 1mo ago
Evaluation Results
| Method | Links | |
|---|---|---|
2026.03 | 85.4 | |
2026.03 | 85.1 | |
2025.05 | 84.5 | |
2026.03 | 84.1 | |
2026.03 | 84 | |
2026.03 | 83.7 | |
2026.03 | 83 | |
2025.10 | 82.6 | |
2025.10 | 82.6 | |
2025.10 | 82.6 | |
2025.10 | 82.5 | |
2026.03 | 82.3 | |
2025.10 | 82.3 | |
2025.10 | 82.3 | |
2026.03 | 82 | |
2026.03 | 81.9 | |
2025.10 | 81.7 | |
2025.10 | 81.6 | |
2025.10 | 81.6 | |
2026.03 | 81.3 | |
2025.10 | 81.3 | |
2026.03 | 81.2 | |
2025.05 | 81.2 | |
2025.05 | 80.9 | |
2025.10 | 80.5 | |
2025.10 | 80.4 | |
2025.10 | 80.4 | |
2026.03 | 80.2 | |
2025.10 | 80.1 | |
2026.03 | 79.9 | |
2026.03 | 79.6 | |
2026.03 | 79.5 | |
2025.10 | 79.5 | |
2026.03 | 79.4 | |
2025.10 | 79.3 | |
2026.03 | 79 | |
2026.03 | 78.9 | |
2025.10 | 78.9 | |
2026.06 | 78.9 | |
2025.10 | 78.4 | |
2025.10 | 78.4 | |
2025.10 | 78.1 | |
2026.06 | 77.7 | |
2026.03 | 76.9 | |
2026.03 | 76.8 | |
2026.03 | 76.8 | |
2026.03 | 76.4 | |
2026.03 | 76.2 | |
2026.03 | 76.1 | |
2026.06 | 75.7 | |
2025.10 | 75.6 | |
2025.10 | 75.6 | |
2026.06 | 75.5 | |
2026.06 | 75.1 | |
2026.06 | 74.5 | |
2025.10 | 74.4 | |
2025.10 | 74.3 | |
2026.06 | 73.9 | |
2025.10 | 73.8 | |
2025.10 | 73.8 | |
2026.06 | 73.3 | |
2026.06 | 73.2 | |
2026.03 | 72.9 | |
2026.06 | 72.7 | |
2026.06 | 72.5 | |
2026.06 | 72.3 | |
2026.06 | 72 | |
2025.10 | 71.3 | |
2025.10 | 71.3 | |
2026.06 | 70.9 | |
2025.10 | 70.3 | |
2026.03 | 70.1 | |
2026.03 | 69.3 | |
2026.03 | 69.2 | |
2026.03 | 67.4 | |
2025.10 | 67.3 | |
2025.10 | 67.3 | |
2025.10 | 66.3 | |
2026.03 | 66.1 | |
2025.10 | 66.1 | |
2026.03 | 66 | |
2025.10 | 65.9 | |
2026.03 | 65.4 | |
2026.03 | 64 | |
2026.03 | 62.4 | |
2026.03 | 61.7 | |
2026.03 | 59.3 | |
2026.03 | 56.9 | |
2026.03 | 55.8 | |
2025.10 | 55.2 | |
2025.10 | 55.2 | |
2026.03 | 39.7 |