Visual Question Answering (VQA) on IconQA
Metric: Sub-tasks (Blank) (higher is better)
Metric: Sub-tasks (Blank) (higher is better)
| # | Model↕ | Sub-tasks (Blank)▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Patch-TRM | 83.62 | No | IconQA: A New Benchmark for Abstract Diagram Und... | 2021-10-25 | Code |
| 2 | ViLT | 79.27 | No | IconQA: A New Benchmark for Abstract Diagram Und... | 2021-10-25 | Code |
| 3 | ViT | 78.92 | No | IconQA: A New Benchmark for Abstract Diagram Und... | 2021-10-25 | Code |
| 4 | UNITER | 78.53 | No | IconQA: A New Benchmark for Abstract Diagram Und... | 2021-10-25 | Code |
| 5 | DFAF | 78.28 | No | IconQA: A New Benchmark for Abstract Diagram Und... | 2021-10-25 | Code |
| 6 | ViLBERT | 77.08 | No | IconQA: A New Benchmark for Abstract Diagram Und... | 2021-10-25 | Code |
| 7 | BAN | 75.54 | No | IconQA: A New Benchmark for Abstract Diagram Und... | 2021-10-25 | Code |
| 8 | MCAN | 74.52 | No | IconQA: A New Benchmark for Abstract Diagram Und... | 2021-10-25 | Code |
| 9 | Top-Down | 73.03 | No | IconQA: A New Benchmark for Abstract Diagram Und... | 2021-10-25 | Code |
| 10 | I-Only | 46.65 | No | IconQA: A New Benchmark for Abstract Diagram Und... | 2021-10-25 | Code |
| 11 | Q-Only | 28.45 | No | IconQA: A New Benchmark for Abstract Diagram Und... | 2021-10-25 | Code |
| 12 | Random | 0.29 | No | IconQA: A New Benchmark for Abstract Diagram Und... | 2021-10-25 | Code |