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Papers Benchmarks Datasets Tasks

RWQA dataset and benchmarks · SOTA2 Research

Research Datasets

RWQA

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Visual Question Answering

RWQA

80.8Accuracy

79

Real-world Question Answering

RWQA

76.99RWQA Accuracy

75

Visual Question Answering

RWQA 158 (val)

80.8Score

23

Visual Grounding

RWQA

72.29Accuracy

22

RWQA pt-PT

64.7Accuracy

16

Multimodal Understanding

RWQA

60.2RWQA Score

14

Multimodal Multi-choice

RWQA

70.5Accuracy

14

Real-world Multi-modal Question Answering

RWQA

74.77Accuracy

12

Real-world Spatial Understanding

RWQA

67.84Top-1 Accuracy

10

General Evaluation

RWQA

71.8Score

8

Robustness Evaluation

RWQA

72.9Accuracy

6

Popular tasks

Visual Question Answering Multimodal Understanding Visual Grounding Real-world Question Answering Robustness Evaluation

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