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General Domain dataset and benchmarks · SOTA2 Research

Research Datasets

General Domain

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Image-Text Retrieval

General Domain

31.27Retrieval Score

30

Image Classification

General Domain 31 tasks

57.97CLS Score

30

Instruction following

General Domain AlpacaEval Arena-Hard LLaMA3-8B (10% selection)

12.09AlpacaEval Score

18

Chinese-to-English speech translation

General-domain (test)

40.77BLEU

6

Question Answering

General Domain Average

42.35Average EM

5

Language Modeling

General Domain (holdout test)

0.79L_inf

4

Popular tasks

Language Modeling Image Classification Instruction Following Question Answering Image-Text Retrieval

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