HELM Robo-Reward-Bench - Berkeley Fanuc Manipulation: leaderboard
Metric: Absolute Error. Source: crfm.stanford.edu. 25 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 2.5 Pro | 0.74 |
| 2 | Gemini 3 Flash (Preview) | 0.74 |
| 3 | GPT-5 Mini (2025-08-07) | 0.77 |
| 4 | GPT-5.5 (xHigh) | 0.78 |
| 5 | Gemini 2.5 Flash | 0.79 |
| 6 | Gemini 3 Pro (Preview) | 0.82 |
| 7 | GPT-5 | 0.93 |
| 8 | Llama 4 Maverick Instruct | 1 |
| 9 | Gemini 2.5 Flash Lite | 1.15 |
| 10 | GPT-5.2 | 1.16 |
| 11 | GPT-5 Nano | 1.32 |
| 12 | Llama 4 Scout Instruct | 1.51 |
Interactive version: theaggregate.ai/benchmark?slug=helm-robo-reward-bench-berkeley-fanuc-manipulation · How It Works · Data refreshed daily, snapshot 2026-09-08.