Knowledge-Based Visual Question Answering on INFOSEEK
42.5FR (All)
VLM-PRF w/ RL
Updated 14d ago
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
2026.05 | 42.5 | 43.5 | 42.1 | 5.8 | |
2026.05 | 39.5 | 40 | 39.4 | 6.4 | |
2026.05 | 36.4 | 36.4 | 36.3 | 6.6 | |
2026.05 | 28.9 | 30.1 | 27.8 | 8.2 | |
2026.05 | 28.3 | 28.6 | 28.1 | 9 | |
2026.05 | 27.5 | - | - | 9.1 | |
2026.05 | 27.1 | 28.6 | 25.7 | 8.3 | |
2026.05 | 26.1 | - | - | 7.1 | |
2026.05 | 26 | 25.1 | 27.3 | 9.2 | |
2026.05 | 23.6 | 23.7 | 24 | 9 | |
2026.05 | 23.2 | 22.8 | 24 | 9 | |
2026.05 | 23.1 | 23.2 | 23.4 | 9 | |
2026.05 | 20.7 | 20.2 | 21.7 | 10 | |
2026.05 | 18.8 | 18 | 19.8 | 9.1 | |
2026.05 | 16.1 | 15.4 | 16.8 | 11.1 | |
2026.05 | 12.4 | - | - | 11.2 | |
2026.05 | 9.5 | 9.6 | 9.4 | 12.5 | |
2026.05 | 7.8 | 8.3 | 8.9 | 12.5 |