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LLM Stats
COLLIE
COLLIE is a grammar-based framework for systematic construction of constrained text generation tasks. It allows specification of rich, compositional constraints across diverse generation levels and modeling challenges including language understanding, logical reasoning, and semantic planning. The COLLIE-v1 dataset contains 2,080 instances across 13 constraint structures.
Evaluation context and evidence
- Source
- LLM Stats
- Publisher
- Not recorded
- Benchmark release
- Not recorded
- Collected
- 2026-08-17
- Modality
- text
These are source-reported observations, not independent reruns by this site. Check the task version, evaluation protocol, unit and reporting date before comparing models. Results from different setups are not a universal ranking.
Original sources
Reported results 10
Shown in source observation order, not ranked. Dates retain the precision provided by the source.
| Model | Value | Unit | Protocol | Reported date and basis | Source |
|---|---|---|---|---|---|
| GPT-5 | 0.99 | Not recorded | Not recorded | 2025-08-07 · model_announcement | LLM Stats |
| o3-mini | 0.987 | Not recorded | Not recorded | 2025-01-30 · model_announcement | LLM Stats |
| o3 | 0.984 | Not recorded | Not recorded | 2025-04-16 · model_announcement | LLM Stats |
| Mistral Medium 3.5 | 0.958 | Not recorded | Not recorded | 2026-04-29 · model_announcement | LLM Stats |
| GPT-4.5 | 0.723 | Not recorded | Not recorded | 2025-02-27 · model_announcement | LLM Stats |
| GPT-4.1 | 0.658 | Not recorded | Not recorded | 2025-04-14 · model_announcement | LLM Stats |
| Mistral Small 4 | 0.629 | Not recorded | Not recorded | 2026-03-16 · model_announcement | LLM Stats |
| GPT-4o | 0.61 | Not recorded | Not recorded | 2024-08-06 · model_announcement | LLM Stats |
| GPT-4.1 mini | 0.546 | Not recorded | Not recorded | 2025-04-14 · model_announcement | LLM Stats |
| GPT-4.1 nano | 0.425 | Not recorded | Not recorded | 2025-04-14 · model_announcement | LLM Stats |