Surgical Video Question Answering on EndoVis-VQA In-template 18
87.2BLEU-4
RL framework over Digital Twin Representations
Updated 1mo ago
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| 87.2 | 91.5 | 88.4 | 59.5 | ||
2025.11 | 84.94 | 89.65 | 86.08 | 48.27 | |
2026.06 | 84.94 | 89.65 | 86.08 | 48.27 | |
2025.11 | 81.73 | 86.18 | 83.28 | 40.35 | |
2026.06 | 81.73 | 86.18 | 83.28 | 40.35 | |
2025.11 | 79.05 | 87.98 | 84.7 | 46.3 | |
2025.11 | 33.99 | 72.62 | 83.67 | 70.31 | |
2025.11 | 29.55 | 58.6 | 57.99 | 4 | |
2026.06 | 29.55 | 58.6 | 57.99 | 4 | |
2026.06 | 26.3 | 61.4 | 72.5 | 54.6 | |
2026.06 | 24.6 | 60.8 | 72 | 53.5 | |
2026.06 | 22.5 | 59.3 | 70.2 | 52.8 | |
2025.11 | 19.04 | 57.6 | 68.6 | 51.22 | |
2026.06 | 19.04 | 57.6 | 68.6 | 51.22 | |
2025.11 | 8.23 | 44.32 | 64.19 | 37.9 | |
2026.06 | 8.23 | 44.32 | 64.19 | 37.9 | |
2025.11 | 5.62 | 51.5 | 55.33 | 32.21 | |
2026.06 | 5.62 | 51.5 | 55.33 | 32.21 | |
2025.11 | 3.28 | 52.01 | 54.66 | 40.9 | |
2026.06 | 3.28 | 52.01 | 54.66 | 40.9 |