Crop Classification on CDDMBench 1.0 (test)
63.38AccuracyGpt-5-Nano
Evaluation Results
| Method | Links | |
|---|---|---|
| Gpt-5-NanoGenerated Explanation Caption Source=GPT-5-mini, Strategy=llm-as-a-judge2025.12 | 63.38 | |
| Gpt-5-NanoGenerated Explanation Caption Source=GPT-5-mini, Strategy=Explanational Caption2025.12 | 60.3 | |
| Gpt-5-NanoGenerated Explanation Caption Source=GPT-5-mini, Strategy=few-shot2025.12 | 58.9 | |
| Qwen-VL-ChatGenerated Explanation Caption Source=Qwen2.5-VL-72B-Instruct, Strategy=llm-as-a-judge2025.12 | 54.9 | |
| Qwen-VL-ChatGenerated Explanation Caption Source=Qwen2.5-VL-72B-Instruct, Strategy=few shot2025.12 | 53.39 | |
| Gpt-5-NanoGenerated Explanation Caption Source=Qwen2.5-VL-72B-Instruct, Strategy=llm-as-a-judge2025.12 | 53.2 | |
| Qwen-VL-ChatGenerated Explanation Caption Source=GPT-5-mini, Strategy=llm-as-a-judge2025.12 | 51.6 | |
| Gpt-5-NanoGenerated Explanation Caption Source=Qwen2.5-VL-72B-Instruct, Strategy=Explanational Caption2025.12 | 51.2 | |
| Qwen-VL-ChatGenerated Explanation Caption Source=GPT-5-mini, Strategy=few-shot2025.12 | 51 | |
| Gpt-5-NanoGenerated Explanation Caption Source=Qwen2.5-VL-72B-Instruct, Strategy=few-shot2025.12 | 50.1 | |
| Gpt-5-NanoGenerated Explanation Caption Source=Qwen2.5-VL-72B-Instruct, Strategy=Our Baseline2025.12 | 47 | |
| Gpt-5-NanoGenerated Explanation Caption Source=GPT-5-mini, Strategy=Our Baseline2025.12 | 47 | |
| Qwen-VL-ChatGenerated Explanation Caption Source=Qwen2.5-VL-72B-Instruct, Strategy=Explanational Caption2025.12 | 29.3 | |
| Qwen-VL-ChatGenerated Explanation Caption Source=GPT-5-mini, Strategy=Explanational Caption2025.12 | 28.99 | |
| Qwen-VL-ChatGenerated Explanation Caption Source=Qwen2.5-VL-72B-Instruct, Strategy=Our Baseline2025.12 | 28.55 | |
| Qwen-VL-ChatGenerated Explanation Caption Source=Qwen2.5-VL-72B-Instruct, Strategy=Liu et al. (2024) Baseline2025.12 | 28.4 |