Text-only generation on AgriBench-13K
9.69BLEUAgriGPT-Omni
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| AgriGPT-OmniParameters=8b2025.12 | 9.69 | 30.37 | 26.88 | 5.49 | 25.53 | |
| Qwen2.5-VL-7B-InstructVersion=2.5, Parameters=7B, Training Mode=Instruct2025.12 | 7.69 | 30.17 | 24.16 | 4.97 | 22.86 | |
| Deepseek-VL2Version=22025.12 | 6.37 | 29.67 | 22.05 | 4.93 | 20.93 | |
| Gemini-2.5-FlashVersion=2.5, Model Tier=Flash2025.12 | 6.12 | 27.49 | 24.85 | 5.59 | 23.73 | |
| InternVL-3-8BParameters=8B2025.12 | 5.52 | 23.07 | 24.14 | 5.69 | 23.07 | |
| Gemini-2.5-ProVersion=2.5, Model Tier=Pro2025.12 | 4.35 | 24.39 | 22.45 | 4.4 | 21.47 | |
| QVQ-72B-PreviewParameters=72B, Status=Preview2025.12 | 2.48 | 17.31 | 17.54 | 3.63 | 16.75 | |
| Yi-VL-34BParameters=34B2025.12 | 1.68 | 14.27 | 21.28 | 4.74 | 20.27 | |
| Llava-1.5-7BVersion=1.5, Parameters=7B2025.12 | 1.44 | 13.62 | 21.67 | 4.88 | 20.6 | |
| Yi-VL-6BParameters=6B2025.12 | 1.31 | 13.28 | 20.29 | 4.36 | 19.28 | |
| MiniCPM-V-2.6-8BVersion=2.6, Parameters=8B2025.12 | 1.15 | 12.5 | 21.14 | 5.25 | 20.15 |