ERQA
Embodied Reasoning Question Answering benchmark consisting of 400 multiple-choice visual questions across spatial reasoning, trajectory reasoning, action reasoning, state estimation, and multi-view reasoning for evaluating AI capabilities in physical world interactions
19rows
scoreprimary metric
2026-05-06sampled
Metadata
Metrics
Score, Normalized Score
| Rank | Subject | Score | Model Match | Provenance | Sampled |
|---|---|---|---|---|---|
| 1 | GPT-5 | 0.66 |  GPT-5 openai-gpt-5 | Self-reported | 2026-05-06 |
| 1 | Qwen3.6 Plus | 0.66 |  Qwen3.6 Plus qwen-qwen3.6-plus | Self-reported | 2026-05-06 |
| 3 | Qwen3.5-35B-A3B | 0.65 | Qwen3.5-35B-A3B qwen-qwen3.5-35b-a3b | Self-reported | 2026-05-06 |
| 4 | Muse Spark | 0.65 | — | Self-reported | 2026-05-06 |
| 5 | o3 | 0.64 | o3 openai-o3 | Self-reported | 2026-05-06 |
| 6 | Qwen3.6-27B | 0.63 | Qwen3.6 27B qwen-qwen3.6-27b | Self-reported | 2026-05-06 |
| 7 | Qwen3.5-122B-A10B | 0.62 | Qwen3.5-122B-A10B qwen-qwen3.5-122b-a10b | Self-reported | 2026-05-06 |
| 8 | Qwen3.5-27B | 0.60 | Qwen3.5-27B qwen-qwen3.5-27b | Self-reported | 2026-05-06 |
| 9 | Qwen3 VL 235B A22B Thinking | 0.53 | Qwen3 VL 235B A22B Thinking qwen-qwen3-vl-235b-a22b-thinking | Self-reported | 2026-05-06 |
| 10 | Qwen3 VL 32B Thinking | 0.52 | — | Self-reported | 2026-05-06 |
| 11 | Qwen3 VL 235B A22B Instruct | 0.51 | Qwen3 VL 235B A22B Instruct qwen-qwen3-vl-235b-a22b-instruct | Self-reported | 2026-05-06 |
| 12 | Qwen3 VL 32B Instruct | 0.49 | Qwen3 VL 32B Instruct qwen-qwen3-vl-32b-instruct | Self-reported | 2026-05-06 |
| 13 | Qwen3 VL 4B Thinking | 0.47 | — | Self-reported | 2026-05-06 |
| 14 | Qwen3 VL 8B Thinking | 0.47 | Qwen3 VL 8B Thinking qwen-qwen3-vl-8b-thinking | Self-reported | 2026-05-06 |
| 15 | Qwen3 VL 8B Instruct | 0.46 | Qwen3 VL 8B Instruct qwen-qwen3-vl-8b-instruct | Self-reported | 2026-05-06 |
| 16 | Qwen3 VL 30B A3B Thinking | 0.45 | Qwen3 VL 30B A3B Thinking qwen-qwen3-vl-30b-a3b-thinking | Self-reported | 2026-05-06 |
| 17 | Qwen3 VL 30B A3B Instruct | 0.43 | Qwen3 VL 30B A3B Instruct qwen-qwen3-vl-30b-a3b-instruct | Self-reported | 2026-05-06 |
| 18 | Qwen3 VL 4B Instruct | 0.41 | — | Self-reported | 2026-05-06 |
| 19 | GPT-4o | 0.35 | GPT-4o (2024-08-06) openai-gpt-4o-2024-08-06 | Self-reported | 2026-05-06 |
No matching rows.