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Scientific Reasoning on TheoremQA (test)

48.4AccuracyGPT-4-Turbo-0409
28.22433.46238.743.938May 6, 2024

Evaluation results

MethodLinks
GPT-4-Turbo-0409Few-shot CoT=5-shot2024.0548.4
Qwen-1.5-110BParameter Size=110B, Few-shot CoT=5-shot2024.0534.9
MAmmoTH2-8x7B-PlusParameter Size=8x7B, Training Stage=Continue trained with additional instruction datasets, Few-shot CoT=5-shot2024.0534.1
MAmmoTH2-8B-PlusParameter Size=8B, Training Stage=Continue trained with additional instruction datasets, Few-shot CoT=5-shot2024.0532.5
MAmmoTH2-8x7BParameter Size=8x7B, Training Stage=Trained only with WEBINSTRUCT, Few-shot CoT=5-shot2024.0532.2
MAmmoTH2-8BParameter Size=8B, Training Stage=Trained only with WEBINSTRUCT, Few-shot CoT=5-shot2024.0532.2
MAmmoTH2-34BParameter Size=34B, Training Stage=Trained only with WEBINSTRUCT, Few-shot CoT=5-shot2024.0530.4
MAmmoTH2-7B-PlusParameter Size=7B, Training Stage=Continue trained with additional instruction datasets, Few-shot CoT=5-shot2024.0529.2
MAmmoTH2-7BParameter Size=7B, Training Stage=Trained only with WEBINSTRUCT, Few-shot CoT=5-shot2024.0529