Method Drift›LLM reasoning / chain-of-thought
Tracked
predict SQL-only Llama-3.1-8B-Instruct
LLM reasoning / chain-of-thought
present, but with little supersession signal in the knowledge base
0 papers critique it · 1 beat it on benchmarks
Beaten on benchmarks
Head-to-head results where a newer method reports beating predict SQL-only Llama-3.1-8B-Instruct. Values are copied from the source paper's tables — verify against the cited paper.
- STaR-SQL: Self-Taught Reasoner for Text-to-SQL
STaR-SQL ORM@16 beats predict SQL-only Llama-3.1-8B-Instruct · EX [predict SQL-only]
86.6 vs 68.6