Table 4 Performance impact of model and MoA layer numbers under multi- vs. single-proposer settings

From: SLM-MATRIX: a multi-agent trajectory reasoning and verification framework for enhancing language models in materials data extraction

Model Numbers

Layer Numbers

Multiple-Proposer

Single-Proposer

2

2

56.2

51.2

3

57.4

52

4

58.2

53.8

2

3

57.6

54.2

3

58.4

56.2

4

59.8

55.8

2

4

57.4

56.6

3

60.2

57

4

61.2

57.4

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