Attribute Recognition on Hu open-source (val)
88.9Weighted Average AccuracyCiQi-Agent
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CiQi-AgentNumber of Parameters=7B2026.03 | 88.9 | 87.4 | 92.9 | |
| GPT-52026.03 | 88.1 | 86.9 | 91.4 | |
| o32026.03 | 88.1 | 86.9 | 91.4 | |
| GPT-4o2026.03 | 87.7 | 86.4 | 91.4 | |
| GPT-4.12026.03 | 87 | 86.4 | 88.6 | |
| GLM-4.5V (106B)Number of Parameters=106B2026.03 | 87 | 85.4 | 91.4 | |
| Claude Opus 42026.03 | 85.9 | 84.4 | 90 | |
| Qwen2.5-VL-72B-InstructNumber of Parameters=72B2026.03 | 84 | 82.4 | 88.6 | |
| InternVL3.5-241B-A28B-FlashNumber of Parameters=241B-A28B-Flash2026.03 | 78.4 | 74.4 | 90 | |
| Kimi-VL-A3B-Instruct (16B)Number of Parameters=16B2026.03 | 77.7 | 74.9 | 85.7 | |
| Hu et al.2026.03 | 70 | — | — |