Image-text generation on AgriBench-VL 4K
16.89BLEU ScoreAgriGPT-Omni
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| AgriGPT-OmniParameters=8B2025.12 | 16.89 | 37.72 | 42.25 | 14.62 | 39.41 | |
| Qwen2.5-VL-7B-InstructParameters=7B2025.12 | 13.42 | 38.24 | 35.52 | 10.78 | 32.73 | |
| Gemini-2.5-Flash2025.12 | 9.16 | 29.38 | 33.49 | 9.97 | 31.03 | |
| MiniCPM-V-2.6-8BParameters=8B2025.12 | 7.16 | 22.57 | 36.01 | 13.39 | 33.36 | |
| Gemini-2.5-Pro2025.12 | 6.55 | 26.22 | 30.25 | 8.64 | 28 | |
| InternVL-3-8BParameters=8B2025.12 | 5.38 | 21.85 | 33.43 | 12.22 | 30.66 | |
| QVQ-72B-PreviewParameters=72B2025.12 | 4.55 | 19.43 | 31.49 | 9.98 | 29.53 | |
| Deepseek-VL22025.12 | 2.89 | 30.85 | 25.57 | 7.12 | 22.98 | |
| Yi-VL-34BParameters=34B2025.12 | 2.82 | 16.6 | 32.06 | 11.07 | 29.41 | |
| Llava-1.5-7BParameters=7B2025.12 | 2.39 | 15.55 | 30.96 | 11.09 | 28.56 | |
| Yi-VL-6BParameters=6B2025.12 | 2.21 | 15.21 | 30.33 | 10.59 | 27.88 |