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Papers Benchmarks Datasets Tasks

HR-Bench dataset and benchmarks – Page 3 · SOTA2 Research

Research Datasets

HR-Bench

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

High-Resolution Visual Understanding

HR-Bench-4K

0.833Pass@1

9

Fine-Grained Perception

HR-Bench 8K

85Score

8

Fine-Grained Perception

HR-Bench 4K

87.9Score

8

Spatial Reasoning

HR-Bench 4K

77.5HR-4K Average Score

7

Spatial Reasoning

HR-Bench 8K

73.3HR-8K Average Accuracy

6

Multimodal Agent Performance

HR-Bench 8k

78.2Accuracy

5

Multimodal Agent Performance

HR-Bench 4k

81.9Accuracy

5

MLLM evaluation

HR-Bench 4k

75.3Accuracy

5

MLLM evaluation

HR-Bench 8k

72.1Accuracy

5

Multimodal Question Answering

HR-Bench 8K

71.9Answer Accuracy

4

High-resolution Visual Reasoning

HR-Bench 8K (test)

72.6Accuracy

2

High-resolution Visual Reasoning

HR-Bench 4K (test)

75.1Accuracy

2

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Popular tasks

Visual Reasoning High-Resolution Visual Reasoning High-Resolution Multimodal Reasoning Fine-Grained Perception High-resolution Visual Understanding

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