Disease Classification on CDDMBench 1.0 (test)
33.7AccuracyGpt-5-Nano
Evaluation Results
| Method | Links | |
|---|---|---|
| Gpt-5-NanoGenerated Explanation Caption Source=GPT-5-mini, Strategy=llm-as-a-judge2025.12 | 33.7 | |
| Gpt-5-NanoGenerated Explanation Caption Source=Qwen2.5-VL-72B-Instruct, Strategy=llm-as-a-judge2025.12 | 32.8 | |
| Gpt-5-NanoGenerated Explanation Caption Source=GPT-5-mini, Strategy=Explanational Caption2025.12 | 31.6 | |
| Gpt-5-NanoGenerated Explanation Caption Source=Qwen2.5-VL-72B-Instruct, Strategy=Explanational Caption2025.12 | 31.4 | |
| Gpt-5-NanoGenerated Explanation Caption Source=Qwen2.5-VL-72B-Instruct, Strategy=few-shot2025.12 | 31 | |
| Gpt-5-NanoGenerated Explanation Caption Source=GPT-5-mini, Strategy=few-shot2025.12 | 29.8 | |
| Qwen-VL-ChatGenerated Explanation Caption Source=Qwen2.5-VL-72B-Instruct, Strategy=llm-as-a-judge2025.12 | 25.39 | |
| Qwen-VL-ChatGenerated Explanation Caption Source=Qwen2.5-VL-72B-Instruct, Strategy=few shot2025.12 | 24.49 | |
| Qwen-VL-ChatGenerated Explanation Caption Source=GPT-5-mini, Strategy=llm-as-a-judge2025.12 | 14.8 | |
| Qwen-VL-ChatGenerated Explanation Caption Source=GPT-5-mini, Strategy=few-shot2025.12 | 14.5 | |
| Qwen-VL-ChatGenerated Explanation Caption Source=Qwen2.5-VL-72B-Instruct, Strategy=Explanational Caption2025.12 | 12.1 | |
| Gpt-5-NanoGenerated Explanation Caption Source=Qwen2.5-VL-72B-Instruct, Strategy=Our Baseline2025.12 | 11 | |
| Gpt-5-NanoGenerated Explanation Caption Source=GPT-5-mini, Strategy=Our Baseline2025.12 | 11 | |
| Qwen-VL-ChatGenerated Explanation Caption Source=GPT-5-mini, Strategy=Explanational Caption2025.12 | 7.17 | |
| Qwen-VL-ChatGenerated Explanation Caption Source=Qwen2.5-VL-72B-Instruct, Strategy=Our Baseline2025.12 | 5.8 | |
| Qwen-VL-ChatGenerated Explanation Caption Source=Qwen2.5-VL-72B-Instruct, Strategy=Liu et al. (2024) Baseline2025.12 | 5 |