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

Visual Question Answering (VQA) on IconQA

Metric: Sub-tasks (Blank) (higher is better)

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#Model↕Sub-tasks (Blank)▼Extra DataPaperDate↕Code
1Patch-TRM83.62NoIconQA: A New Benchmark for Abstract Diagram Und...2021-10-25Code
2ViLT79.27NoIconQA: A New Benchmark for Abstract Diagram Und...2021-10-25Code
3ViT78.92NoIconQA: A New Benchmark for Abstract Diagram Und...2021-10-25Code
4UNITER78.53NoIconQA: A New Benchmark for Abstract Diagram Und...2021-10-25Code
5DFAF78.28NoIconQA: A New Benchmark for Abstract Diagram Und...2021-10-25Code
6ViLBERT77.08NoIconQA: A New Benchmark for Abstract Diagram Und...2021-10-25Code
7BAN75.54NoIconQA: A New Benchmark for Abstract Diagram Und...2021-10-25Code
8MCAN74.52NoIconQA: A New Benchmark for Abstract Diagram Und...2021-10-25Code
9Top-Down73.03NoIconQA: A New Benchmark for Abstract Diagram Und...2021-10-25Code
10I-Only46.65NoIconQA: A New Benchmark for Abstract Diagram Und...2021-10-25Code
11Q-Only28.45NoIconQA: A New Benchmark for Abstract Diagram Und...2021-10-25Code
12Random0.29NoIconQA: A New Benchmark for Abstract Diagram Und...2021-10-25Code