Metric: Reasoning (Geo.) (higher is better)
| # | Model↕ | Reasoning (Geo.)▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | ViLT | 82.61 | No | IconQA: A New Benchmark for Abstract Diagram Und... | 2021-10-25 | Code |
| 2 | ViT | 82.6 | No | IconQA: A New Benchmark for Abstract Diagram Und... | 2021-10-25 | Code |
| 3 | Patch-TRM | 81.87 | No | IconQA: A New Benchmark for Abstract Diagram Und... | 2021-10-25 | Code |
| 4 | DFAF | 81.8 | No | IconQA: A New Benchmark for Abstract Diagram Und... | 2021-10-25 | Code |
| 5 | UNITER | 81.31 | No | IconQA: A New Benchmark for Abstract Diagram Und... | 2021-10-25 | Code |
| 6 | Top-Down | 80.07 | No | IconQA: A New Benchmark for Abstract Diagram Und... | 2021-10-25 | Code |
| 7 | ViLBERT | 80.05 | No | IconQA: A New Benchmark for Abstract Diagram Und... | 2021-10-25 | Code |
| 8 | BAN | 79.99 | No | IconQA: A New Benchmark for Abstract Diagram Und... | 2021-10-25 | Code |
| 9 | MCAN | 79.86 | No | IconQA: A New Benchmark for Abstract Diagram Und... | 2021-10-25 | Code |
| 10 | I-Only | 38.71 | No | IconQA: A New Benchmark for Abstract Diagram Und... | 2021-10-25 | Code |
| 11 | Q-Only | 38.03 | No | IconQA: A New Benchmark for Abstract Diagram Und... | 2021-10-25 | Code |
| 12 | Random | 30.3 | No | IconQA: A New Benchmark for Abstract Diagram Und... | 2021-10-25 | Code |