|
OpenMath-CodeLlama-70B (w/ code)
|
OpenMathInstruct-1: A 1.8 Million Math Instructio…
|
95.70
|
2024-02-15
|
|
|
MsAT-DeductReasoner
|
Learning Multi-Step Reasoning by Solving Arithmet…
|
94.30
|
2023-06-02
|
|
|
ATHENA (roberta-large)
|
ATHENA: Mathematical Reasoning with Thought Expan…
|
93.00
|
2023-11-02
|
|
|
Multi-view
|
Multi-View Reasoning: Consistent Contrastive Lear…
|
92.30
|
2022-10-21
|
|
|
Exp-Tree
|
An Expression Tree Decoding Strategy for Mathemat…
|
92.30
|
2023-10-14
|
|
|
ATHENA (roberta-base)
|
ATHENA: Mathematical Reasoning with Thought Expan…
|
92.20
|
2023-11-02
|
|
|
Roberta-DeductReasoner
|
Learning to Reason Deductively: Math Word Problem…
|
92.00
|
2022-03-19
|
|
|
DeBERTa (PM + VM)
|
Math Word Problem Solving by Generating Linguisti…
|
91.00
|
2023-06-24
|
|
|
Graph2Tree with RoBERTa
|
Are NLP Models really able to Solve Simple Math W…
|
88.70
|
2021-03-12
|
|
|
GTS with RoBERTa
|
Are NLP Models really able to Solve Simple Math W…
|
88.50
|
2021-03-12
|
|
|
LLaMA 2-Chat
|
Llama 2: Open Foundation and Fine-Tuned Chat Mode…
|
82.40
|
2023-07-18
|
|
|
GPT-3.5 turbo (175B)
|
Math Word Problem Solving by Generating Linguisti…
|
80.30
|
2023-06-24
|
|
|
GPT-J
|
Math Word Problem Solving by Generating Linguisti…
|
9.90
|
2023-06-24
|
|
|
GPT-3 text-curie-001 (13B)
|
Math Word Problem Solving by Generating Linguisti…
|
4.09
|
2023-06-24
|
|
|
GPT-3 text-babbage-001 (6.7B)
|
Math Word Problem Solving by Generating Linguisti…
|
2.76
|
2023-06-24
|
|