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Papers Benchmarks Datasets Tasks

MemBench dataset and benchmarks · SOTA2 Research

Research Datasets

MemBench

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Memorability Feedback Generation

MemBench

0.85IR

13

Question Answering

MemBench High

77.32Accuracy

12

Question Answering

MemBench Low

88.78Accuracy

12

Reflective memory

MemBench 100k context

86.3Accuracy

10

Long-context memory evaluation

MemBench

87.5Recall

10

Reflective memory

MemBench 10k context

84.3Reflective Accuracy

8

Text-to-Image Generation

MemBench 3000 Memorized Prompts 1.0 (test)

50.3SSCD (Target)

5

Text-to-Image Generation

Membench 3,000 prompts 1.0

0.79SSCD

3

Feedback Quality Evaluation

MemBench human study

4.19Clearness

2

Popular tasks

Text-to-Image Generation Question Answering Reflective memory Long-context Memory Evaluation Memorability Feedback Generation

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