Fact-based Visual Question Answering on ZS-F-VQA GZSL
29.39Hit@1KG-based ZS-VQA
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| KG-based ZS-VQAkr=25, ke=1, hard mask score=1002021.07 | 29.39 | 43.71 | 62.17 | 0.401 | 29.52 | |
| KG-based ZS-VQAkr=15, ke=3, hard mask score=1002021.07 | 12.22 | 50.44 | 73.1 | 0.339 | 22.2 | |
| KG-based ZS-VQAkr=15, ke=5, hard mask score=1002021.07 | 6.69 | 42.91 | 75.34 | 0.293 | 20.61 | |
| KG-based ZS-VQAkr=25, ke=15, hard mask score=1002021.07 | 1.96 | 24.8 | 72.85 | 0.208 | 18.72 | |
| KG-based ZS-VQAkr=25, ke=25, hard mask score=1002021.07 | 1.19 | 18.81 | 66.97 | 0.18 | 18.14 | |
| BAN2021.07 | 0.22 | 4.18 | 18.55 | — | — | |
| SAN2021.07 | 0.11 | 6.27 | 31.66 | 0.093 | 48.18 | |
| MLP2021.07 | 0.07 | 4.07 | 27.4 | — | — | |
| Up-Down2021.07 | 0 | 2.67 | 16.48 | — | — |