Visual Question Answering (VQA) on IconQA
Metric: Sub-tasks (Img.) (higher is better)
Metric: Sub-tasks (Img.) (higher is better)
| # | Model↕ | Sub-tasks (Img.)▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Patch-TRM | 82.66 | No | IconQA: A New Benchmark for Abstract Diagram Und... | 2021-10-25 | Code |
| 2 | ViLT | 79.67 | No | IconQA: A New Benchmark for Abstract Diagram Und... | 2021-10-25 | Code |
| 3 | ViT | 79.15 | No | IconQA: A New Benchmark for Abstract Diagram Und... | 2021-10-25 | Code |
| 4 | UNITER | 78.71 | No | IconQA: A New Benchmark for Abstract Diagram Und... | 2021-10-25 | Code |
| 5 | DFAF | 77.72 | No | IconQA: A New Benchmark for Abstract Diagram Und... | 2021-10-25 | Code |
| 6 | MCAN | 77.36 | No | IconQA: A New Benchmark for Abstract Diagram Und... | 2021-10-25 | Code |
| 7 | ViLBERT | 76.66 | No | IconQA: A New Benchmark for Abstract Diagram Und... | 2021-10-25 | Code |
| 8 | BAN | 76.33 | No | IconQA: A New Benchmark for Abstract Diagram Und... | 2021-10-25 | Code |
| 9 | Top-Down | 75.92 | No | IconQA: A New Benchmark for Abstract Diagram Und... | 2021-10-25 | Code |
| 10 | Random | 41.7 | No | IconQA: A New Benchmark for Abstract Diagram Und... | 2021-10-25 | Code |
| 11 | Q-Only | 41.64 | No | IconQA: A New Benchmark for Abstract Diagram Und... | 2021-10-25 | Code |
| 12 | I-Only | 41.56 | No | IconQA: A New Benchmark for Abstract Diagram Und... | 2021-10-25 | Code |