Surgical Video Question Answering on REAL-Colon-VQA (Out-of-template)
44.89BLEU-4
SurgLQA
Updated 1mo ago
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
2026.05 | 44.89 | 72.98 | 69.59 | 78.93 | - | |
2026.05 | 37.08 | 59.82 | 58.55 | 66.97 | - | |
2026.05 | 35.82 | 64.5 | 63.41 | 66.28 | - | |
| 35.8 | 57.45 | 58.9 | - | 57.12 | ||
2025.11 | 32.97 | 52.37 | 54.37 | 51.77 | - | |
2025.11 | 31.19 | 53.62 | 54.89 | 47.73 | - | |
2026.05 | 31.19 | 53.62 | 54.89 | 47.73 | - | |
2026.06 | 31.19 | 53.62 | 54.89 | - | 47.73 | |
2026.05 | 29.44 | 55.36 | 53.9 | 52.84 | - | |
2026.05 | 27.16 | 52.8 | 50.43 | 48.62 | - | |
2025.11 | 23.63 | 50.03 | 53.22 | 42.93 | - | |
2026.05 | 23.63 | 50.03 | 53.22 | 42.93 | - | |
2026.06 | 23.63 | 50.03 | 53.22 | - | 42.93 | |
2025.11 | 16.84 | 37.69 | 35.26 | 38 | - | |
2025.11 | 12.35 | 42.87 | 50.49 | 46.67 | - | |
2026.05 | 12.35 | 42.87 | 50.49 | 46.67 | - | |
2026.06 | 12.35 | 42.87 | 50.49 | - | 46.67 | |
2026.05 | 6.42 | 36.42 | 41.19 | 47.86 | - | |
2025.11 | 5.31 | 30.96 | 27.8 | 34.13 | - | |
2026.06 | 5.31 | 30.96 | 27.8 | - | 34.13 | |
2025.11 | 3.87 | 32.1 | 44.34 | 53.73 | - | |
2026.05 | 3.87 | 32.1 | 44.34 | 53.73 | - | |
2026.06 | 3.87 | 32.1 | 44.34 | - | 53.73 | |
2026.06 | 3.5 | 42.8 | 46.5 | - | 54.1 | |
2026.06 | 3.2 | 42 | 45.8 | - | 53.8 | |
2026.06 | 2.1 | 40.5 | 43.8 | - | 52.4 | |
2025.11 | 1.78 | 26.17 | 35.15 | 21.47 | - | |
2026.06 | 1.78 | 26.17 | 35.15 | - | 21.47 | |
2025.11 | 0.5 | 38.8 | 40.77 | 50.27 | - | |
2026.06 | 0.5 | 38.8 | 40.77 | - | 50.27 |