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SotA/Natural Language Processing/Visual Question Answering (VQA)/IconQA

Visual Question Answering (VQA) on IconQA

Metric: Reasoning (Spa.) (higher is better)

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#Model↕Reasoning (Spa.)▼Extra DataPaperDate↕Code
1Patch-TRM55.62NoIconQA: A New Benchmark for Abstract Diagram Und...2021-10-25Code
2ViT54.64NoIconQA: A New Benchmark for Abstract Diagram Und...2021-10-25Code
3ViLT53.38NoIconQA: A New Benchmark for Abstract Diagram Und...2021-10-25Code
4BAN53.2NoIconQA: A New Benchmark for Abstract Diagram Und...2021-10-25Code
5DFAF51.42NoIconQA: A New Benchmark for Abstract Diagram Und...2021-10-25Code
6MCAN49.7NoIconQA: A New Benchmark for Abstract Diagram Und...2021-10-25Code
7ViLBERT49.46NoIconQA: A New Benchmark for Abstract Diagram Und...2021-10-25Code
8UNITER48.34NoIconQA: A New Benchmark for Abstract Diagram Und...2021-10-25Code
9Top-Down45.78NoIconQA: A New Benchmark for Abstract Diagram Und...2021-10-25Code
10I-Only37.52NoIconQA: A New Benchmark for Abstract Diagram Und...2021-10-25Code
11Q-Only37.14NoIconQA: A New Benchmark for Abstract Diagram Und...2021-10-25Code
12Random36.49NoIconQA: A New Benchmark for Abstract Diagram Und...2021-10-25Code