Concept Synth INDUCTION Challenge100 Holdout v2
General QA · 2026-10-17
Post-selection diagnostic for direct Round-1 Challenge100 formulas against the holdout-complete v2 sidecar (challenge-holdouts-v2), which gives every task exactly five generated holdout worlds: train-correct responses verified correct on all five worlds, divided by all 100 tasks. V2 preserves all 449 v1 worlds and adds 51 under a frozen, model-blind completion policy with a variable-degree fallback sampler, so it is not an IID resample of v1. Only the 14 changed tasks were re-scored from stored responses; responses, selection and train scores are unchanged. Train-incorrect responses receive no credit. Holdout results are never used for prompting or response selection.
Top models (higher is better)
| Model | Score |
|---|---|
| GPT-6 Astra | 85.0 |
| GPT-6.1 Sol | 67.0 |
| Claude Opus 5.5 | 55.0 |
| Gemini 4 Argon | 40.0 |
| GPT-6 Sol | 39.0 |
| Claude Sonnet 5.5 | 39.0 |
| Claude Fable 5.1 | 31.0 |
| GPT-5.6 Sol | 26.0 |
| Claude Opus 5 | 21.0 |
| Claude Fable 5 | 20.0 |
| GPT-5.6 Terra | 18.0 |
| Grok 4.6 | 18.0 |
| Grok 4.7 | 15.0 |
| Muse Spark 1.1 | 15.0 |
| GPT-6 Luna | 13.0 |
| Gemini 3.7 Flash | 10.0 |
| DeepSeek V4.1 Flash 1017 | 9.0 |
| GPT-5.6 Luna | 9.0 |
| Grok 4.5 | 9.0 |
| Gemini 3.8 Flash | 9.0 |
| Muse Spark 1.2 | 8.0 |
| DeepSeek V4 Pro 0813 | 6.0 |
| Gemini 3.5 Flash | 6.0 |
| Mercury 3 | 5.0 |
| DeepSeek V4.1 Flash | 4.0 |
| DeepSeek-V4-Pro | 4.0 |
| Gemini 3.6 Flash | 4.0 |