Visual Question Answering on VQA-CP v2
77.23Overall AccuracyTPCL_Dyn↑
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| TPCL_Dyn↑backbone=LXMERT2024.11 | 77.23 | 93.1 | 72 | 70.34 | |
| TPCL_Fix↑backbone=LXMERT2024.11 | 75.83 | 91.55 | 68.49 | 69.61 | |
| FAN-VQAbackbone=LXMERT2024.11 | 72.18 | 84.76 | 65.98 | 67.29 | |
| BILIbackbone=LXMERT2024.11 | 71.18 | 92.18 | 64.9 | 61.9 | |
| SCLSMbackbone=LXMER2024.11 | 70.27 | 82.35 | 58.97 | 67.03 | |
| D-VQAbackbone=LXMERT2024.11 | 69.75 | 80.43 | 58.57 | 67.23 | |
| SIMPLEAUGbackbone=LXMERT2024.11 | 62.24 | 69.72 | 53.63 | 60.69 | |
| PDGH2024.11 | 61.68 | 89.29 | 53.13 | 50.32 | |
| DGGbackbone=UpDn2024.11 | 61.14 | 88.77 | 49.33 | 49.9 | |
| LBCLbackbone=UpDn2024.11 | 60.74 | 88.28 | 45.77 | 50.14 | |
| CVIVbackbone=UpDn2024.11 | 60.08 | 88.85 | 40.77 | 50.3 | |
| GGDbackbone=UpDn2024.11 | 59.37 | 88.23 | 38.11 | 49.82 | |
| GENBbackbone=UpDn2024.11 | 59.15 | 88.03 | 40.05 | 49.25 | |
| PWVQAbackbone=UpDn2024.11 | 59.06 | 88.26 | 52.89 | 45.45 | |
| LXMERT2024.11 | 48.66 | 47.49 | 22.24 | 56.52 | |
| UpDn2024.11 | 39.74 | 42.27 | 11.93 | 46.05 |