Metric: Reasoning (Est.) (higher is better)
| # | Model↕ | Reasoning (Est.)▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Top-Down | 99.54 | No | IconQA: A New Benchmark for Abstract Diagram Und... | 2021-10-25 | Code |
| 2 | UNITER | 99.41 | No | IconQA: A New Benchmark for Abstract Diagram Und... | 2021-10-25 | Code |
| 3 | ViLBERT | 99.22 | No | IconQA: A New Benchmark for Abstract Diagram Und... | 2021-10-25 | Code |
| 4 | MCAN | 99.08 | No | IconQA: A New Benchmark for Abstract Diagram Und... | 2021-10-25 | Code |
| 5 | ViLT | 99.02 | No | IconQA: A New Benchmark for Abstract Diagram Und... | 2021-10-25 | Code |
| 6 | DFAF | 99.02 | No | IconQA: A New Benchmark for Abstract Diagram Und... | 2021-10-25 | Code |
| 7 | ViT | 98.95 | No | IconQA: A New Benchmark for Abstract Diagram Und... | 2021-10-25 | Code |
| 8 | Patch-TRM | 98.24 | No | IconQA: A New Benchmark for Abstract Diagram Und... | 2021-10-25 | Code |
| 9 | BAN | 97.06 | No | IconQA: A New Benchmark for Abstract Diagram Und... | 2021-10-25 | Code |
| 10 | I-Only | 62.29 | No | IconQA: A New Benchmark for Abstract Diagram Und... | 2021-10-25 | Code |
| 11 | Q-Only | 40.46 | No | IconQA: A New Benchmark for Abstract Diagram Und... | 2021-10-25 | Code |
| 12 | Random | 3.62 | No | IconQA: A New Benchmark for Abstract Diagram Und... | 2021-10-25 | Code |