HELM TORR - Scigen: leaderboard
The "Scigen" subtask of HELM TORR. Stanford HELM's TORR project (Table-Oriented Reasoning and Retrieval): question answering and reasoning over tables and semi-structured records, including financial filings, scored on program and answer accuracy.
Metric: ROUGE-L. Source: crfm.stanford.edu. Saturation forecast: Estimated already saturated. 14 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | Mixtral 8x7B Instruct | 16.82 | #1172 |
| 2 | GPT-4o (2024-11-20) | 16.72 | #378 |
| 3 | Mixtral 8x22B Instruct | 16.64 | #733 |
| 4 | DeepSeek V3 | 16.4 | #323 |
| 5 | Gemini 1.5 Flash (002) | 16.36 | #585 |
| 6 | GPT-4o Mini (2024-07-18) | 16.05 | #561 |
| 7 | Gemini 1.5 Pro (002) | 15.99 | #350 |
| 8 | Claude 3.5 Haiku (20241022) | 14.97 | #591 |
| 9 | Claude 3.5 Sonnet (20241022) | 14.8 | #291 |
| 10 | Qwen 2 72B Instruct | 14.5 | #579 |
| 11 | Mistral 7B Instruct (v0.3) | 12.91 | #1276 |
| 12 | Llama 3.1 405B Instruct | 11.06 | #461 |
| 13 | Llama 3.1 70B Instruct | 10.02 | #566 |
| 14 | Llama 3.1 8B Instruct | 9.14 | #1040 |
No result here: #4 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.
Interactive version: theaggregate.ai/benchmark?slug=helm-torr-scigen · How It Works · Data refreshed daily, snapshot 2026-10-23.