Knowledge-aware Visual Question Answering on KVQA (Original ORG, Oracle setting, test)
89.7Mean AccuracyHypergraph Transformer
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Hypergraph TransformerOracle setting=true, Supervision=weak2022.04 | 89.7 | 88.1 | 90.2 | 91 | |
| BANOracle setting=true, Supervision=weak2022.04 | 83.8 | 83.5 | 84 | 83.7 | |
| MemNN†Oracle setting=true, Supervision=weak, implementation=re-implemented2022.04 | 77.3 | 78.1 | 77.8 | 76.1 | |
| HANOracle setting=true, Supervision=weak2022.04 | 77.3 | 77.5 | 77.5 | 77.2 | |
| GGNNOracle setting=true, Supervision=weak2022.04 | 73.8 | 72.9 | 74.5 | 74 | |
| GCNOracle setting=true, Supervision=weak2022.04 | 66.7 | 65.7 | 67.4 | 66.9 | |
| MemNNOracle setting=true, Supervision=weak2022.04 | 59.2 | — | — | — | |
| BLSTMOracle setting=true, Supervision=weak2022.04 | 51 | — | — | — |