Image Classification on Skin Cancer Dataset
62.6AccuracySAVR
Evaluation results
| Method | Links | |
|---|---|---|
| SAVRbackbone=LLaVA 1.5-13B, zero-shot=true, parameter-update=none, temperature=02025.09 | 62.6 | |
| MARICbackbone=LLaVA 1.5-13B, zero-shot=true, parameter-update=none, temperature=02025.09 | 56.3 | |
| Direct Generationbackbone=LLaVA 1.5-13B, zero-shot=true, parameter-update=none, temperature=02025.09 | 52.9 | |
| Direct Generationbackbone=LLaVA 1.5-7B, zero-shot=true, parameter-update=none, temperature=02025.09 | 50.6 | |
| MARICbackbone=LLaVA 1.5-7B, zero-shot=true, parameter-update=none, temperature=02025.09 | 50.6 | |
| Chain-of-Thought (CoT)backbone=LLaVA 1.5-7B, zero-shot=true, parameter-update=none, temperature=02025.09 | 50 | |
| SAVRbackbone=LLaVA 1.5-7B, zero-shot=true, parameter-update=none, temperature=02025.09 | 49.4 | |
| Chain-of-Thought (CoT)backbone=LLaVA 1.5-13B, zero-shot=true, parameter-update=none, temperature=02025.09 | 49.4 |