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Description Guided Molecule Generation On

Metrics

wAcc

Results

Performance results of various models on this benchmark

Paper TitleRepository
Claude-3.535.92TOMG-Bench: Evaluating LLMs on Text-based Open Molecule Generation
Gemini-1.5-pro34.80TOMG-Bench: Evaluating LLMs on Text-based Open Molecule Generation
GPT-4-turbo34.23TOMG-Bench: Evaluating LLMs on Text-based Open Molecule Generation
GPT-4o32.29TOMG-Bench: Evaluating LLMs on Text-based Open Molecule Generation
Claude-330.47TOMG-Bench: Evaluating LLMs on Text-based Open Molecule Generation
Llama-3.1-8B (OpenMolIns-large)27.22TOMG-Bench: Evaluating LLMs on Text-based Open Molecule Generation
Galactica-125M (OpenMolIns-xlarge)25.73TOMG-Bench: Evaluating LLMs on Text-based Open Molecule Generation
Llama3-70B-Instruct (INT4)23.93TOMG-Bench: Evaluating LLMs on Text-based Open Molecule Generation
Galactica-125M (OpenMolIns-large)23.42TOMG-Bench: Evaluating LLMs on Text-based Open Molecule Generation
Galactica-125M (OpenMolIns-medium)19.89TOMG-Bench: Evaluating LLMs on Text-based Open Molecule Generation
GPT-3.5-turbo18.58TOMG-Bench: Evaluating LLMs on Text-based Open Molecule Generation
Galactica-125M (OpenMolIns-small)15.18TOMG-Bench: Evaluating LLMs on Text-based Open Molecule Generation
Llama3.1-8B-Instruct14.09TOMG-Bench: Evaluating LLMs on Text-based Open Molecule Generation
Llama3-8B-Instruct13.75TOMG-Bench: Evaluating LLMs on Text-based Open Molecule Generation
chatglm-9B13.137TOMG-Bench: Evaluating LLMs on Text-based Open Molecule Generation
Galactica-125M (OpenMolIns-light)13.136TOMG-Bench: Evaluating LLMs on Text-based Open Molecule Generation
Llama3.2-1B (OpenMolIns-large)8.10TOMG-Bench: Evaluating LLMs on Text-based Open Molecule Generation
yi-1.5-9B7.32TOMG-Bench: Evaluating LLMs on Text-based Open Molecule Generation
Mistral-7B-Instruct-v0.24.81TOMG-Bench: Evaluating LLMs on Text-based Open Molecule Generation
BioT5-base4.21TOMG-Bench: Evaluating LLMs on Text-based Open Molecule Generation
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Description Guided Molecule Generation On | SOTA | HyperAI