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Material Synthesis Planning on MSP Dataset (Split 2)

6.72Top-1 Accuracy

MSP-LLM

Updated 1mo ago

Evaluation Results

Method	Links
MSP-LLM 2026.02		6.72	12.12	16.6	23.23
MSP-LLM 2026.02		6.62	13.34	16.79	22.48
GPT-5.1(PP) + GPT-4o-mini (SOP) 2026.02		1.4	2.71	3.64	5.41
GPT-5.1 2026.02		0.65	0.75	0.75	0.75
Claude Haiku 4.5 2026.02		0.56	0.65	0.65	0.75
GPT-4o 2026.02		0.47	0.47	0.47	0.56
GPT-4o 2026.02		0.37	0.84	0.93	1.12
GPT-5.1 2026.02		0.37	0.37	0.47	0.47
Claude Haiku 4.5 2026.02		0.37	0.84	0.93	1.12
GPT-4o-mini 2026.02		0.27	0.27	0.37	0.64
GPT-4o-mini 2026.02		0.19	0.28	0.28	0.47