Logical Reasoning
Papers
Showing 1–10 of 747 papers
All datasetsLingOlyBIG-bench (Formal Fallacies Syllogisms Negation)BIG-bench (Penguins In A Table)BIG-bench (Reasoning About Colored Objects)BIG-bench (Temporal Sequences)BIG-bench (Logic Grid Puzzle)BIG-bench (StrategyQA)RuWorldTreeWinograd AutomaticBIG-bench (Logical Fallacy Detection)
Benchmark Results
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | PaLM 2 (few-shot, k=3, CoT) | Accuracy | 84.9 | — | Unverified |
| 2 | PaLM 2 (few-shot, k=3, Direct) | Accuracy | 65.8 | — | Unverified |
| 3 | Chinchilla-70B (few-shot, k=5) | Accuracy | 48.7 | — | Unverified |
| 4 | PaLM 540B (few-shot, k=3) | Accuracy | 44.5 | — | Unverified |
| 5 | Gopher-280B (few-shot, k=5) | Accuracy | 40.6 | — | Unverified |
| 6 | BLOOM 176B (few-shot, k=3) | Accuracy | 40.41 | — | Unverified |
| 7 | Bloomberg GPT (few-shot, k=3) | Accuracy | 37.67 | — | Unverified |
| 8 | GPT-NeoX (few-shot, k=3) | Accuracy | 33.56 | — | Unverified |
| 9 | OPT 66B (few-shot, k=3) | Accuracy | 28.08 | — | Unverified |