Metric: Reasoning (Sen.) (higher is better)
| # | Model↕ | Reasoning (Sen.)▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Patch-TRM | 92.49 | No | IconQA: A New Benchmark for Abstract Diagram Und... | 2021-10-25 | Code |
| 2 | ViLT | 86.1 | No | IconQA: A New Benchmark for Abstract Diagram Und... | 2021-10-25 | Code |
| 3 | UNITER | 86.1 | No | IconQA: A New Benchmark for Abstract Diagram Und... | 2021-10-25 | Code |
| 4 | ViT | 84.72 | No | IconQA: A New Benchmark for Abstract Diagram Und... | 2021-10-25 | Code |
| 5 | Top-Down | 84.54 | No | IconQA: A New Benchmark for Abstract Diagram Und... | 2021-10-25 | Code |
| 6 | DFAF | 84.11 | No | IconQA: A New Benchmark for Abstract Diagram Und... | 2021-10-25 | Code |
| 7 | MCAN | 83.25 | No | IconQA: A New Benchmark for Abstract Diagram Und... | 2021-10-25 | Code |
| 8 | BAN | 82.12 | No | IconQA: A New Benchmark for Abstract Diagram Und... | 2021-10-25 | Code |
| 9 | ViLBERT | 81.78 | No | IconQA: A New Benchmark for Abstract Diagram Und... | 2021-10-25 | Code |
| 10 | Q-Only | 45.25 | No | IconQA: A New Benchmark for Abstract Diagram Und... | 2021-10-25 | Code |
| 11 | I-Only | 45.25 | No | IconQA: A New Benchmark for Abstract Diagram Und... | 2021-10-25 | Code |
| 12 | Random | 45.16 | No | IconQA: A New Benchmark for Abstract Diagram Und... | 2021-10-25 | Code |