Reasoning Quality Evaluation on AgriChain 1.0 (test)
4.6FaithfulnessAgriChain-VL3B
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| AgriChain-VL3B2026.04 | 4.6 | 4.6 | 4.7 | 4.5 | 4.8 | 4.6 | 4.63 | |
| Gemini 2.5 Pro2026.04 | 4.5 | 4.4 | 4.6 | 4.5 | 4.7 | 4.6 | 4.55 | |
| GPT-4o Mini2026.04 | 4.5 | 4.3 | 4.6 | 4.4 | 4.6 | 4.7 | 4.52 | |
| Gemini 1.5 Flash2026.04 | 4.3 | 4.2 | 4.4 | 4.3 | 4.5 | 4.5 | 4.37 | |
| Qwen-2.5-VLvariant=base2026.04 | 3.5 | 3.2 | 3.4 | 3.3 | 3 | 4 | 3.4 |