HELM Robo-Reward-Bench - Berkeley Cable Routing: leaderboard
Metric: Absolute error. Source: crfm.stanford.edu. 20 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | GPT-4.1 Mini | 0.65 |
| 2 | Gemini 2.5 Flash | 1.53 |
| 3 | GPT-5 Mini (2025-08-07) | 1.68 |
| 4 | GPT-4o (2024-11-20) | 1.83 |
| 5 | GPT-5 Nano | 1.96 |
| 6 | Gemini 2.5 Pro | 2.14 |
| 7 | O1 (2024-12-17) | 2.52 |
| 8 | Gemini 2.0 Flash | 2.57 |
| 9 | Gemini 2.5 Flash Lite | 2.62 |
| 10 | Gemini 2.0 Flash Lite | 2.9 |
| 11 | GPT-4.1 (2025-04-14) | 2.95 |
| 12 | GPT-5 | 3.04 |
Interactive version: theaggregate.ai/benchmark?slug=helm-robo-reward-bench-berkeley-cable-routing · How It Works · Data refreshed daily, snapshot 2026-09-08.