Knowledge-aware Visual Question Answering on KVQA Paraphrased PRP questions Oracle setting (test)
89.7Mean AccuracyHypergraph Transformer
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Hypergraph TransformerOracle setting=true, Supervision=weak2022.04 | 89.7 | 87.8 | 90.5 | 90.7 | |
| BANOracle setting=true, Supervision=weak2022.04 | 83.8 | 83.7 | 84.3 | 83.8 | |
| MemNN†Oracle setting=true, Supervision=weak, implementation=re-implemented2022.04 | 77.3 | 78 | 78.1 | 76 | |
| HANOracle setting=true, Supervision=weak2022.04 | 77.3 | 77.1 | 77.4 | 76.9 | |
| GGNNOracle setting=true, Supervision=weak2022.04 | 73.8 | 72.9 | 74.6 | 74.1 | |
| GCNOracle setting=true, Supervision=weak2022.04 | 66.7 | 65.8 | 67.5 | 67 | |
| MemNNOracle setting=true, Supervision=weak2022.04 | 59.2 | — | — | — | |
| BLSTMOracle setting=true, Supervision=weak2022.04 | 51 | — | — | — |