Diagnostic Personalization on LSD
89.3RecallGemini-3.0-Pro
Evaluation results
| Method | Links | |
|---|---|---|
| Gemini-3.0-ProInference Protocol=w/ CAG2026.02 | 89.3 | |
| Gemini-3.0-ProInference Protocol=Direct2026.02 | 76.2 | |
| Qwen3-VL-8B + CoViP (Ours)Inference Protocol=w/ CAG2026.02 | 58.2 | |
| Gemini-2.0-FlashInference Protocol=Direct2026.02 | 52.7 | |
| Qwen3-VL-8B + RePICInference Protocol=w/ CAG2026.02 | 52.1 | |
| Qwen3-VL-8BInference Protocol=w/ CAG2026.02 | 48.8 | |
| Gemini-2.0-FlashInference Protocol=w/ CAG2026.02 | 46 | |
| Qwen3-VL-30B-A3BInference Protocol=w/ CAG2026.02 | 42.1 | |
| Qwen3-VL-8B + CoViP (Ours)Inference Protocol=Direct2026.02 | 37.2 | |
| GPT-5Inference Protocol=w/ CAG2026.02 | 34.4 | |
| GPT-4oInference Protocol=w/ CAG2026.02 | 33.6 | |
| Qwen3-VL-8B + RePICInference Protocol=Direct2026.02 | 32.7 | |
| Qwen3-VL-8BInference Protocol=Direct2026.02 | 29.8 | |
| Qwen3-VL-8B + RAPInference Protocol=w/ CAG2026.02 | 28.8 | |
| GPT-4oInference Protocol=Direct2026.02 | 28.7 | |
| GPT-5Inference Protocol=Direct2026.02 | 28.5 | |
| Qwen3-VL-8B + RAPInference Protocol=Direct2026.02 | 27 | |
| Qwen3-VL-30B-A3BInference Protocol=Direct2026.02 | 25.6 |