ML Research Wiki / Benchmarks / Visual Question Answering (VQA) / IconQA

IconQA

Visual Question Answering (VQA) Benchmark

Performance Over Time

📊 Showing 12 results | 📏 Metric: Sub-tasks (Img.)

Top Performing Models

Rank Model Paper Sub-tasks (Img.) Date Code
1 Patch-TRM IconQA: A New Benchmark for Abstract Diagram Understanding and Visual Language Reasoning 56.73 2021-10-25 📦 lupantech/iconqa
2 ViT IconQA: A New Benchmark for Abstract Diagram Understanding and Visual Language Reasoning 51.10 2021-10-25 📦 lupantech/iconqa
3 ViLBERT IconQA: A New Benchmark for Abstract Diagram Understanding and Visual Language Reasoning 50.62 2021-10-25 📦 lupantech/iconqa
4 ViLT IconQA: A New Benchmark for Abstract Diagram Understanding and Visual Language Reasoning 50.55 2021-10-25 📦 lupantech/iconqa
5 DFAF IconQA: A New Benchmark for Abstract Diagram Understanding and Visual Language Reasoning 50.27 2021-10-25 📦 lupantech/iconqa
6 Top-Down IconQA: A New Benchmark for Abstract Diagram Understanding and Visual Language Reasoning 50.00 2021-10-25 📦 lupantech/iconqa
7 UNITER IconQA: A New Benchmark for Abstract Diagram Understanding and Visual Language Reasoning 49.18 2021-10-25 📦 lupantech/iconqa
8 BAN IconQA: A New Benchmark for Abstract Diagram Understanding and Visual Language Reasoning 47.46 2021-10-25 📦 lupantech/iconqa
9 MCAN IconQA: A New Benchmark for Abstract Diagram Understanding and Visual Language Reasoning 47.32 2021-10-25 📦 lupantech/iconqa
10 I-Only IconQA: A New Benchmark for Abstract Diagram Understanding and Visual Language Reasoning 31.73 2021-10-25 📦 lupantech/iconqa

All Papers (12)

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