SiT-Bench - Logic & Anomaly Detection: leaderboard
Metric: Accuracy (%; item-weighted over the category's subtasks). Source: arxiv.org. Saturation forecast: Around February 2028. 31 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 3 Flash (Preview) | 59.11 |
| 2 | GPT-4o | 45.33 |
| 3 | Qwen 3 VL 8B Instruct | 41.33 |
| 4 | Qwen 3 VL 32B Instruct | 40.22 |
| 5 | InternVL3-14B | 36.89 |
| 6 | Qwen 3 VL 4B Instruct | 35.56 |
| 7 | Qwen 2.5 VL 72B Instruct | 34.89 |
| 8 | Qwen 2.5 72B Instruct | 33.33 |
| 9 | Qwen 3 4B 2507 Instruct | 33.11 |
| 10 | Qwen 2.5 7B Instruct | 31.33 |
| 11 | InternVL3-8B | 30.22 |
| 12 | Qwen 3 8B (Non-reasoning) | 30 |
| 13 | Qwen 3 30B A3B 2507 Instruct | 29.11 |
| 14 | Qwen 2.5 3B Instruct | 27.11 |
| 15 | Qwen 3 4B (Non-reasoning) | 26.67 |
Interactive version: theaggregate.ai/benchmark?slug=sit-bench-logic-anomaly-detection · How It Works · Data refreshed daily, snapshot 2026-09-25.