Video Question Answering on ActivityNet-QA
65.2Accuracy
Penguin-VL
Updated 4d ago
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
2026.03 | 65.2 | - | - | - | |
2024.07 | 64.4 | - | - | - | |
2026.03 | 63.9 | - | - | - | |
2026.03 | 63.7 | - | - | - | |
2026.03 | 63 | - | - | - | |
2026.03 | 62.8 | - | - | - | |
2026.03 | 62.7 | - | - | - | |
2025.12 | 62.3 | - | - | - | |
2026.03 | 62 | - | - | - | |
2024.10 | 61.9 | - | - | - | |
2024.12 | 61.9 | - | - | - | |
2026.01 | 61.9 | - | - | - | |
2026.03 | 61.5 | - | - | - | |
2024.04 | 60.9 | - | 3.7 | - | |
2024.12 | 60.9 | - | 3.7 | - | |
2026.01 | 60.9 | - | 3.7 | - | |
2024.11 | 60.7 | - | 3.6 | - | |
2024.07 | 60.2 | - | - | - | |
2024.11 | 60.2 | - | 3.5 | - | |
2026.01 | 60.1 | - | 3.6 | - | |
2026.03 | 60.1 | - | - | - | |
2024.12 | 59.7 | - | - | - | |
2026.03 | 59.7 | - | - | - | |
2026.03 | 59.6 | - | - | - | |
2024.10 | 59.5 | - | - | - | |
2024.12 | 59.5 | - | - | - | |
2024.10 | 58.6 | - | 3.7 | - | |
2024.04 | 58.4 | - | 3.5 | - | |
2026.01 | 58.3 | - | - | - | |
2026.03 | 58.3 | - | - | - | |
2024.12 | 58 | - | - | - | |
2024.12 | 57.5 | - | - | - | |
2024.04 | 57.3 | - | 3.6 | - | |
2024.02 | 57.3 | - | 3.5 | - | |
2024.11 | 57.3 | - | 3.5 | - | |
2026.01 | 57.3 | - | - | - | |
2024.04 | 57.1 | - | 3.5 | - | |
2024.12 | 57.1 | - | - | - | |
2025.03 | 57.1 | - | - | - | |
2024.04 | 57 | - | 3.5 | - | |
2024.12 | 57 | - | - | - | |
2024.12 | 56.9 | - | - | - | |
2024.10 | 56.7 | - | - | - | |
2024.12 | 56.6 | - | - | - | |
2024.12 | 56.6 | - | - | - | |
2025.03 | 56.6 | - | - | - | |
2026.01 | 56.6 | - | - | - | |
2026.02 | 56.6 | - | - | - | |
2026.03 | 56.6 | - | - | - | |
2024.12 | 56.5 | - | - | - | |
2026.04 | 56.5 | - | - | - | |
2026.03 | 56.4 | - | - | - | |
2024.04 | 56.3 | - | 3.5 | - | |
2024.04 | 56.3 | - | 3.6 | - | |
2024.11 | 56.3 | - | 3.5 | - | |
2024.12 | 56.3 | - | - | - | |
2026.01 | 56.3 | - | - | - | |
2026.01 | 56.3 | - | - | - | |
2026.03 | 56.3 | - | - | - | |
2024.07 | 56.2 | - | - | - | |
2024.11 | 56.1 | - | 3.4 | - | |
2026.04 | 56 | - | - | - | |
2026.04 | 55.4 | - | - | 52.7 | |
2024.07 | 55.3 | - | - | - | |
2026.04 | 55.1 | - | - | 52.9 | |
2024.07 | 55 | - | - | - | |
2024.10 | 55 | - | 3.5 | - | |
2026.04 | 54.7 | - | - | 53.8 | |
2026.04 | 54.7 | - | - | 54.4 | |
2026.03 | 54.5 | - | 3.55 | - | |
2024.04 | 54.3 | - | 3.4 | - | |
2026.04 | 54.3 | - | - | 53.9 | |
2024.07 | 53.5 | - | - | - | |
2024.11 | 53.5 | - | 3.2 | - | |
2024.10 | 53.5 | - | 3.2 | - | |
2024.12 | 53.5 | - | 3.2 | - | |
2025.01 | 53.5 | - | 3.5 | - | |
2025.12 | 53.5 | - | 3.2 | - | |
2024.11 | 52.96 | - | 2.92 | - | |
2024.11 | 52.81 | - | 2.92 | - | |
2024.12 | 52.8 | - | - | - | |
2024.12 | 52.8 | - | - | - | |
2026.03 | 52.8 | - | - | - | |
2026.02 | 52.7 | - | - | - | |
2024.11 | 52.63 | - | 2.82 | - | |
2026.03 | 52.6 | - | - | - | |
2024.11 | 52.38 | - | 2.88 | - | |
2024.11 | 52.08 | - | 2.88 | - | |
2026.03 | 52 | - | 3.8 | - | |
2024.11 | 51.93 | - | 2.86 | - | |
2024.06 | 51.9 | - | 3.4 | - | |
2024.11 | 51.8 | - | 2.85 | - | |
2024.11 | 51.8 | - | 2.85 | - | |
2023.12 | 51.5 | - | 3.1 | - | |
2026.03 | 51.5 | - | - | - | |
2026.03 | 51.4 | - | 3.6 | - | |
2024.11 | 50.93 | - | 2.8 | - | |
2024.11 | 50.91 | - | 2.8 | - | |
2024.03 | 50.9 | - | 3.3 | - | |
2024.04 | 50.9 | - | 3.3 | - |
Showing 100 of 408 rows